@teaching_resource {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114268,
    title ="ACM 204: Matrix Analysis",
    author = "Tropp, Joel A.",
    
    
    number = "2022-01",
    
    month = "March",
    year = "2022",
    
    doi = "https://doi.org/10.7907/m421-yb89",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220412-221559139",
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@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/112786,
    title ="Randomized block Krylov methods for approximating extreme eigenvalues",
    author = "Tropp, Joel A.",
    journal = "Numerische Mathematik",
    volume = "150",
    number = "1",
    pages = "217-255",
    month = "January",
    year = "2022",
    doi = "https://doi.org/10.1007/s00211-021-01250-3",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220107-890431800",
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@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/116782,
    title ="Fast & accurate randomized algorithms for linear systems and eigenvalue problems",
    author = "Nakatasukasa, Yuji and Tropp, Joel A.",
    
    
    number = "2021-01",
    
    month = "October",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220909-161413582",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113301,
    title ="An Optimal-Storage Approach to Semidefinite Programming Using Approximate Complementarity",
    author = "Ding, Lijun and Yurtsever, Alp and Cevher, Volkan and Tropp, Joel A. and Udell, Madeleine",
    journal = "SIAM Journal of Optimization",
    volume = "31",
    number = "4",
    pages = "2695-2725",
    month = "October",
    year = "2021",
    doi = "https://doi.org/10.1137/19M1244603",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220204-680252000",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113765,
    title ="Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements",
    author = "Levis, Aviad and Lee, Daeyoung and Tropp, Joel A. and Gammie, Charles F. and Bouman, Katherine L.",
    
    
    
    pages = "2320-2329",
    month = "October",
    year = "2021",
    doi = "https://doi.org/10.1109/ICCV48922.2021.00234",
    isbn = "978-1-6654-2812-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220307-188412000",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107219,
    title ="Matrix Concentration for Products",
    author = "Huang, De and Niles-Weed, Jonathan and Tropp, Joel A. and Ward, Rachel",
    journal = "Foundations of Computational Mathematics",
    
    
    
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.1007/s10208-021-09533-9",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154434116",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107217,
    title ="From Poincaré inequalities to nonlinear matrix concentration",
    author = "Huang, De and Tropp, Joel A.",
    journal = "Bernoulli",
    volume = "27",
    number = "3",
    pages = "1724-1744",
    month = "August",
    year = "2021",
    doi = "https://doi.org/10.3150/20-BEJ1289",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154430753",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109513,
    title ="Tensor Random Projection for Low Memory Dimension Reduction",
    author = "Sun, Yiming and Guo, Yang and Tropp, Joel A. and Udell, Madeleine",
    journal = "arXiv",
    
    
    
    month = "April",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210621-223135493",
}
@teaching_resource {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114267,
    title ="ACM 217: Probability in High Dimensions",
    author = "Tropp, Joel A.",
    
    
    number = "2021-01",
    
    month = "March",
    year = "2021",
    
    doi = "https://doi.org/10.7907/mxr0-c422",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220412-221302767",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107215,
    title ="Nonlinear matrix concentration via semigroup methods",
    author = "Huang, De and Tropp, Joel A.",
    journal = "Electronic Journal of Probability",
    volume = "26",
    
    pages = "Art. No. 8",
    month = "January",
    year = "2021",
    doi = "https://doi.org/10.1214/20-EJP578",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154427353",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107213,
    title ="Quantum simulation via randomized product formulas: Low gate complexity with accuracy guarantees",
    author = "Chen, Chi-Fang and Huang, Hsin-Yuan (Robert) and Kueng, Richard and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "August",
    year = "2020",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154423869",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/105053,
    title ="Concentration of the Intrinsic Volumes of a Convex Body",
    author = "Lotz, Martin and McCoy, Michael B. and Nourdin, Ivan and Peccati, Giovanni and Tropp, Joel A.",
    journal = "Quantum Potential Theory",
    
    number = "2266",
    pages = "139-167",
    month = "July",
    year = "2020",
    doi = "https://doi.org/10.1007/978-3-030-46762-3_6",
    isbn = "978-3-030-46761-6",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200821-083421883",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/116601,
    title ="Sharp phase transitions in Euclidian integral geometry",
    author = "Lotz, Martin and Tropp, Joel A.",
    
    
    number = "2020-01",
    
    month = "May",
    year = "2020",
    
    doi = "https://doi.org/10.7907/9rja-rh15",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220829-181401723",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/92858,
    title ="Fast state tomography with optimal error bounds  ",
    author = "Guta, M. and Kahn, J. and Kueng, R. and Tropp, J. A.",
    journal = "Journal of Physics A: Mathematical and General",
    volume = "53",
    number = "20",
    pages = "Art. No. 204001",
    month = "May",
    year = "2020",
    doi = "https://doi.org/10.1088/1751-8121/ab8111",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190212-160252658",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107152,
    title ="Randomized numerical linear algebra: Foundations and algorithms",
    author = "Martinsson, Per-Gunnar and Tropp, Joel A.",
    journal = "Acta Numerica",
    volume = "29",
    
    pages = "403-572",
    month = "May",
    year = "2020",
    doi = "https://doi.org/10.1017/s0962492920000021",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201217-104322985",
}
@teaching_resource {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/108783,
    title ="ACM 204: Randomized Algorithms for Matrix Computations",
    author = "Tropp, Joel A.",
    
    
    number = "2020-01",
    
    month = "March",
    year = "2020",
    
    doi = "https://doi.org/10.7907/nwsv-df59",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210421-101607288",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107221,
    title ="Scalable Semidefinite Programming",
    author = "Yurtsever, Alp and Tropp, Joel A. and Fercoq, Olivier and Udell, Madeleine and Cevher, Volkan",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154437706",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107223,
    title ="Binary Component Decomposition. Part I: The Positive-Semidefinite Case",
    author = "Kueng, Richard and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "July",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154441081",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/107224,
    title ="Binary component decomposition. Part II: The asymmetric case",
    author = "Kueng, Richard and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "July",
    year = "2019",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20201218-154444454",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98769,
    title ="Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    journal = "SIAM Journal on Scientific Computing",
    volume = "41",
    number = "4",
    pages = "A2430-A2463",
    month = "July",
    year = "2019",
    doi = "https://doi.org/10.1137/18m1201068",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190920-085459909",
}
@teaching_resource {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/97150,
    title ="Matrix Concentration & Computational Linear Algebra",
    author = "Tropp, Joel A.",
    
    
    number = "2019-01",
    
    month = "July",
    year = "2019",
    
    doi = "https://doi.org/10.7907/nbx6-vm05",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190715-125341188",
}
@teaching_resource {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/114265,
    title ="ACM 204: Lectures on Convex Geometry",
    author = "Tropp, Joel A.",
    
    
    number = "2019-02",
    
    month = "March",
    year = "2019",
    
    doi = "https://doi.org/10.7907/geda-h205",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220412-220319430",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/116589,
    title ="More practical sketching algorithms for low-rank matrix approximation",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    
    
    number = "2018-01",
    
    month = "October",
    year = "2018",
    
    doi = "https://doi.org/10.7907/bb7w-ve61",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-183609942",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/84074,
    title ="Simplicial Faces of the Set of Correlation Matrices",
    author = "Tropp, Joel A.",
    journal = "Discrete and Computational Geometry",
    volume = "60",
    number = "2",
    pages = "512-529",
    month = "September",
    year = "2018",
    doi = "https://doi.org/10.1007/s00454-017-9961-0",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180103-154009197",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/109565,
    title ="Analysis of randomized block Krylov methods",
    author = "Tropp, Joel A.",
    
    
    number = "2018-02",
    
    month = "January",
    year = "2018",
    
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210624-180721369",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/84266,
    title ="Practical Sketching Algorithms for Low-Rank Matrix Approximation",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    journal = "SIAM Journal on Matrix Analysis and Applications",
    volume = "38",
    number = "4",
    pages = "1454-1485",
    month = "December",
    year = "2017",
    doi = "https://doi.org/10.1137/17M1111590",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180111-134219270",
}
@conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89267,
    title ="Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    
    
    
    pages = "1-10",
    month = "December",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180829-073029156",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/98255,
    title ="Sketchy decisions: convex optimization with optimal storage (Conference Presentation)",
    author = "Tropp, Joel A.",
    
    
    number = "10394",
    pages = "Art. No. 1039403",
    month = "September",
    year = "2017",
    
    isbn = "9781510612457",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190826-161640394",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/78360,
    title ="Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    
    
    number = "2017-03",
    
    month = "May",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170620-081901312",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89263,
    title ="Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage",
    author = "Yurtsever, Alp and Udell, Madeleine and Tropp, Joel A. and Cevher, Volkan",
    
    
    
    
    month = "February",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180828-145534045",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/75094,
    title ="The Achievable Performance of Convex Demixing",
    author = "McCoy, Michael B. and Tropp, Joel A.",
    
    
    number = "2017-02",
    
    month = "February",
    year = "2017",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170314-110228775",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/81393,
    title ="A mathematical introduction to compressive sensing [Book Review]",
    author = "Tropp, Joel A.",
    journal = "Bulletin of the American Mathematical Society",
    volume = "54",
    number = "1",
    pages = "151-165",
    month = "January",
    year = "2017",
    doi = "https://doi.org/10.1090/bull/1546",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170913-080352752",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/74347,
    title ="Randomized Single-View Algorithms for Low-Rank Matrix Approximation",
    author = "Tropp, Joel A. and Yurtsever, Alp and Udell, Madeleine and Cevher, Volkan",
    
    
    number = "2017-01",
    
    month = "January",
    year = "2017",
    
    doi = "https://doi.org/10.7907/Z9HT2M9C",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170215-154809329",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/74289,
    title ="The Expected Norm of a Sum of Independent Random Matrices: An Elementary Approach",
    author = "Tropp, Joel A.",
    
    
    number = "71",
    pages = "173-202",
    month = "September",
    year = "2016",
    doi = "https://doi.org/10.1007/978-3-319-40519-3_8",
    isbn = "978-3-319-40517-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170214-075417526",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/71728,
    title ="Efron–Stein inequalities for random matrices",
    author = "Paulin, Daniel and Mackey, Lester and Tropp, Joel A.",
    journal = "Annals of Probability",
    volume = "44",
    number = "5",
    pages = "3431-3473",
    month = "September",
    year = "2016",
    doi = "https://doi.org/10.1214/15-AOP1054",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20161103-151616710",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89338,
    title ="Universality laws for randomized dimension reduction, with applications",
    author = "Oymak, Samet and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "November",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112137332",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/63719,
    title ="Integer Factorization of a Positive-Definite Matrix",
    author = "Tropp, Joel A.",
    journal = "SIAM Journal on Discrete Mathematics",
    volume = "29",
    number = "4",
    pages = "1783-1791",
    month = "October",
    year = "2015",
    doi = "https://doi.org/10.1137/15M1024718",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160115-141425609",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/58192,
    title ="Designing Statistical Estimators That Balance Sample Size, Risk, and Computational Cost",
    author = "Bruer, John J. and Tropp, Joel A. and Cevher, Volkan and Becker, Stephen R.",
    journal = "IEEE Journal of Selected Topics in Signal Processing",
    volume = "9",
    number = "4",
    pages = "612-624",
    month = "June",
    year = "2015",
    doi = "https://doi.org/10.1109/JSTSP.2015.2400412",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150611-103104163",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/58887,
    title ="An Introduction to Matrix Concentration Inequalities",
    author = "Tropp, Joel A.",
    journal = "Foundations and Trends in Machine Learning",
    volume = "8",
    number = "1-2",
    pages = "1-230",
    month = "May",
    year = "2015",
    doi = "https://doi.org/10.1561/2200000048",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150714-140245621",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/58386,
    title ="Solving ptychography with a convex relaxation",
    author = "Horstmeyer, Roarke and Chen, Richard Y. and Ou, Xiaoze and Ames, Brendan and Tropp, Joel A. and Yang, Changhuei",
    journal = "New Journal of Physics",
    volume = "17",
    number = "5",
    pages = "Art. No. 053044",
    month = "May",
    year = "2015",
    doi = "https://doi.org/10.1088/1367-2630/17/5/053044",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150619-160809918",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89337,
    title ="Second-Order Matrix Concentration Inequalities",
    author = "Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "April",
    year = "2015",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112133957",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/56730,
    title ="Robust Computation of Linear Models by Convex Relaxation",
    author = "Lerman, Gilad and McCoy, Michael B. and Tropp, Joel A. and Zhang, Teng",
    journal = "Foundations of Computational Mathematics",
    volume = "15",
    number = "2",
    pages = "363-410",
    month = "April",
    year = "2015",
    doi = "https://doi.org/10.1007/s10208-014-9221-0 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150416-134303719",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/69748,
    title ="Convex Recovery of a Structured Signal from Independent Random Linear Measurements",
    author = "Tropp, Joel A.",
    
    volume = "I",
    
    pages = "67-101",
    month = "January",
    year = "2015",
    doi = "https://doi.org/10.1007/978-3-319-19749-4_2",
    isbn = "978-3-319-19748-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160818-084011981",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89344,
    title ="A foundation for analytical developments in the logarithmic region of turbulent channels",
    author = "Moarref, Rashad and Sharma, Ati S. and Tropp, Joel A. and McKeon, Beverley J.",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2014",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112157832",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/56879,
    title ="Living on the edge: phase transitions in convex programs with random data",
    author = "Amelunxen, Dennis and Lotz, Martin and McCoy, Michael B. and Tropp, Joel A.",
    journal = "Information and Inference",
    volume = "3",
    number = "3",
    pages = "224-294",
    month = "September",
    year = "2014",
    doi = "https://doi.org/10.1093/imaiai/iau005",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150422-120051110",
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@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/49010,
    title ="Error Bounds for Random Matrix Approximation Schemes",
    author = "Gittens, A. and Tropp, J.  A.",
    
    
    number = "2014-01",
    
    month = "August",
    year = "2014",
    
    doi = "https://doi.org/10.7907/03an-qj61",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-082707636",
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@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/49011,
    title ="Tail Bounds for All Eigenvalues of a Sum of Random Matrices",
    author = "Gittens, Alex A. and Tropp, Joel A.",
    
    
    number = "2014-02",
    
    month = "August",
    year = "2014",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140828-084239607",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/46808,
    title ="From Steiner Formulas for Cones to Concentration of Intrinsic Volumes",
    author = "McCoy, Michael B. and Tropp, Joel A.",
    journal = "Discrete and Computational Geometry",
    volume = "51",
    number = "4",
    pages = "926-963",
    month = "June",
    year = "2014",
    doi = "https://doi.org/10.1007/s00454-014-9595-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140703-103651135",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/46134,
    title ="Sharp Recovery Bounds for Convex Demixing, with Applications",
    author = "McCoy, Michael B. and Tropp, Joel A.",
    journal = "Foundations of Computational Mathematics",
    volume = "14",
    number = "3",
    pages = "503-567",
    month = "June",
    year = "2014",
    doi = "https://doi.org/10.1007/s10208-014-9191-2 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140606-140701312",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/45829,
    title ="A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization",
    author = "Moarref, R. and Jovanović, M. R. and Tropp, J. A. and Sharma, A. S. and McKeon, B. J.",
    journal = "Physics of Fluids",
    volume = "26",
    number = "5",
    pages = "Art. No. 051701",
    month = "May",
    year = "2014",
    doi = "https://doi.org/10.1063/1.4876195",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140519-153243814",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/46085,
    title ="Matrix concentration inequalities via the method of exchangeable pairs",
    author = "Mackey, Lester and Jordan, Michael I. and Chen, Richard Y. and Farrell, Brendan and Tropp, Joel A.",
    journal = "Annals of Probability",
    volume = "42",
    number = "3",
    pages = "906-945",
    month = "May",
    year = "2014",
    doi = "https://doi.org/10.1214/13-AOP892",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140605-070821101",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/49806,
    title ="Subadditivity of matrix φ-entropy and concentration of random matrices",
    author = "Chen, Richard Y. and Tropp, Joel A.",
    journal = "Electronic Journal of Probability",
    volume = "19",
    
    pages = "Art. No. 27",
    month = "March",
    year = "2014",
    doi = "https://doi.org/10.1214/EJP.v19-2964 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140918-084717665",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/43716,
    title ="Paved with good intentions: Analysis of a randomized block Kaczmarz method",
    author = "Needell, Deanna and Tropp, Joel A.",
    journal = "Linear Algebra and its Applications",
    volume = "441",
    
    pages = "199-221",
    month = "January",
    year = "2014",
    doi = "https://doi.org/10.1016/j.laa.2012.12.022",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140207-094442254",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/44408,
    title ="Compact representation of wall-bounded turbulence using compressive sampling",
    author = "Bourguignon, J.-L. and Tropp, J. A. and Sharma, A. S. and McKeon, B. J.",
    journal = "Physics of Fluids",
    volume = "26",
    number = "1",
    pages = "Art. No. 015109",
    month = "January",
    year = "2014",
    doi = "https://doi.org/10.1063/1.4862303",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20140320-104900351",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65863,
    title ="Time–Data Tradeoffs by Aggressive Smoothing",
    author = "Bruer, John J. and Tropp, Joel A. and Cevher, Volkan and Becker, Stephen R.",
    
    
    number = "27",
    
    month = "January",
    year = "2014",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160401-170735760",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/42622,
    title ="Model-based scaling of the streamwise energy density in high-Reynolds-number turbulent channels",
    author = "Moarref, Rashad and Sharma, Ati S. and Tropp, Joel A. and McKeon, Beverley J.",
    journal = "Journal of Fluid Mechanics",
    volume = "734",
    
    pages = "275-316",
    month = "November",
    year = "2013",
    doi = "https://doi.org/10.1017/jfm.2013.457   ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20131121-132351952",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89336,
    title ="The achievable performance of convex demixing",
    author = "McCoy, Michael B. and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2013",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112130540",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/39952,
    title ="The restricted isometry property for time-frequency structured random matrices",
    author = "Pfander, Götz E. and Rauhut, Holger and Tropp, Joel A.",
    journal = "Probability Theory and Related Fields",
    volume = "156",
    number = "3-4",
    pages = "707-737",
    month = "August",
    year = "2013",
    doi = "https://doi.org/10.1007/s00440-012-0441-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20130815-130448316",
}
@conference_item {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/54935,
    title ="On effectiveness of a rank-1 model of turbulent channels for representing the velocity spectra",
    author = "Moarref, Rashad and Sharma, Ati S. and Tropp, Joel A. and McKeon, Beverley J.",
    
    
    
    pages = "Art. No. 2013-2480",
    month = "June",
    year = "2013",
    doi = "https://doi.org/10.2514/6.2013-2480",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20150218-094025300",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89335,
    title ="Deriving Matrix Concentration Inequalities from Kernel Couplings",
    author = "Paulin, Daniel and Mackey, Lester and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "May",
    year = "2013",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112127106",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/33338,
    title ="A comparison principle for functions of a uniformly random subspace",
    author = "Tropp, Joel A.",
    journal = "Probability Theory and Related Fields",
    volume = "153",
    number = "3-4",
    pages = "759-769",
    month = "August",
    year = "2012",
    doi = "https://doi.org/10.1007/s00440-011-0360-9",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120820-074343297",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/33386,
    title ="User-Friendly Tail Bounds for Sums of Random Matrices",
    author = "Tropp, Joel A.",
    journal = "Foundations of Computational Mathematics",
    volume = "12",
    number = "4",
    pages = "389-434",
    month = "August",
    year = "2012",
    doi = "https://doi.org/10.1007/s10208-011-9099-z",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120821-072332716",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/31462,
    title ="From joint convexity of quantum relative entropy to a concavity theorem of Lieb",
    author = "Tropp, Joel A.",
    journal = "Proceedings of the American Mathematical Society",
    volume = "140",
    number = "5",
    pages = "1757-1760",
    month = "May",
    year = "2012",
    doi = "https://doi.org/10.1090/S0002-9939-2011-11141-9 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120515-094709707",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/29569,
    title ="Restricted isometries for partial random circulant matrices",
    author = "Rauhut, Holger and Romberg, Justin and Tropp, Joel A.",
    journal = "Applied and Computational Harmonic Analysis",
    volume = "32",
    number = "2",
    pages = "242-254",
    month = "March",
    year = "2012",
    doi = "https://doi.org/10.1016/j.acha.2011.05.001",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120302-134838002",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/30057,
    title ="The Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace Transform",
    author = "Chen, Richard Y. and Gittens, Alex A. and Tropp, Joel A.",
    
    
    number = "2012-01",
    
    month = "February",
    year = "2012",
    
    doi = "https://doi.org/10.7907/6rfh-ce56",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120411-102106234",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65862,
    title ="Factoring nonnegative matrices with linear programs",
    author = "Bittorf, Victor and Recht, Benjamin and Ré, Christopher and Tropp, Joel A.",
    
    
    number = "25",
    
    month = "January",
    year = "2012",
    
    isbn = "978-1-62748-003-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160401-165447853",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89334,
    title ="The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration Inequalities",
    author = "Chen, Richard Y. and Gittens, Alex and Tropp, Joel A.",
    journal = "arXiv",
    
    
    
    month = "September",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112123699",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/116590,
    title ="Large-Scales PCA with Sparsity Constraints",
    author = "Probel, Clément J. and Tropp, Joel A.",
    
    
    number = "2011-02",
    
    month = "August",
    year = "2011",
    
    doi = "https://doi.org/10.7907/51g8-zc61",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220826-185558571",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/28680,
    title ="Freedman's inequality for matrix martingales",
    author = "Tropp, Joel A.",
    journal = "Electronic Communications in Probability",
    volume = "16",
    
    pages = "262-270",
    month = "May",
    year = "2011",
    doi = "https://doi.org/10.1214/ECP.v16-1624",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120105-135621556",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/23915,
    title ="Freedman’s Inequality for Matrix Martingales",
    author = "Tropp, Joel A.",
    journal = "Electronic Communications in Probability",
    volume = "16",
    number = "25",
    pages = "262-270",
    month = "May",
    year = "2011",
    doi = "https://doi.org/10.1214/ECP.v16-1624",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110606-111746280",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89333,
    title ="Improved analysis of the subsampled randomized Hadamard transform",
    author = "Tropp, Joel A.",
    journal = "Advances in Adaptive Data Analysis",
    volume = "3",
    number = "1-2",
    pages = "115-126",
    month = "April",
    year = "2011",
    doi = "https://doi.org/10.1142/S1793536911000787",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112120288",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27194,
    title ="User-friendly Tail Bounds for Matrix Martingales",
    author = "Tropp, Joel A.",
    
    
    number = "2011-01",
    
    month = "January",
    year = "2011",
    
    doi = "https://doi.org/10.7907/62v9-yh77",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-114710310",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/27399,
    title ="Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions",
    author = "Halko, N. and Martinsson, P. G. and Tropp, J. A.",
    journal = "SIAM Review",
    volume = "53",
    number = "2",
    pages = "217-288",
    month = "January",
    year = "2011",
    doi = "https://doi.org/10.1137/090771806",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111025-085943917",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/29793,
    title ="Improved Analysis of the Subsamples Randomized Hadamard Transform",
    author = "Tropp, Joel A.",
    journal = "Advances in Adaptive Data Analysis",
    volume = "3",
    number = "1-2",
    pages = "115-126",
    month = "January",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20120321-092826256",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/27362,
    title ="Two proposals for robust PCA using semidefinite programming",
    author = "McCoy, Michael and Tropp, Joel A.",
    journal = "Electronic Journal of Statistics",
    volume = "5",
    
    pages = "1123-1160",
    month = "January",
    year = "2011",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111021-161307161",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/21944,
    title ="CoSaMP: iterative signal recovery from incomplete and inaccurate samples  ",
    author = "Needell, Deanna and Tropp, Joel A.",
    journal = "Communications of the ACM",
    volume = "53",
    number = "12",
    pages = "93-100",
    month = "December",
    year = "2010",
    doi = "https://doi.org/10.1145/1859204.1859229 ",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110201-090245482",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/18597,
    title ="Computational Methods for Sparse Solution of Linear Inverse Problems",
    author = "Tropp, Joel A. and Wright, Stephen J.",
    journal = "Proceedings of the IEEE",
    volume = "98",
    number = "6",
    pages = "948-958",
    month = "June",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100608-080853280",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27190,
    title ="User-Friendly Tail Bounds for Sums of Random Matrices",
    author = "Tropp, Joel A.",
    
    
    number = "2010-01",
    
    month = "April",
    year = "2010",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-112125900",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89332,
    title ="The sparsity gap: Uncertainty principles proportional to dimension",
    author = "Tropp, Joel A.",
    
    
    
    pages = "1-6",
    month = "March",
    year = "2010",
    doi = "https://doi.org/10.1109/CISS.2010.5464824",
    isbn = "978-1-4244-7416-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112116678",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/17210,
    title ="Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals",
    author = "Tropp, Joel A. and Laska, Jason N. and Duarte, Marco F. and Romberg, Justin K. and Baraniuk, Richard G.",
    journal = "IEEE Transactions on Information Theory",
    volume = "56",
    number = "1",
    pages = "520-544",
    month = "January",
    year = "2010",
    doi = "https://doi.org/10.1109/TIT.2009.2034811",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100119-103356110",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/65824,
    title ="Practical Large-Scale Optimization for Max-Norm Regularization",
    author = "Lee, Jason and Recht, Benjamin and Salakhutdinov, Ruslan R. and Srebro, Nathan and Tropp, Joel A.",
    
    
    number = "23",
    
    month = "January",
    year = "2010",
    
    isbn = "9781617823800",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20160331-164724199",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27187,
    title ="Finding Structure with Randomness: Stochastic Algorithms for Constructing Approximate matrix Decompositions",
    author = "Halko, N. and Martinsson, P. G. and Tropp, J. A.",
    
    
    number = "2009-05",
    
    month = "September",
    year = "2009",
    
    doi = "https://doi.org/10.7907/PK8V-V047",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111012-111324407",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/14495,
    title ="CoSaMP: Iterative signal recovery from incomplete and inaccurate samples",
    author = "Needell, D. and Tropp, J. A.",
    journal = "Applied and Computational Harmonic Analysis",
    volume = "26",
    number = "3",
    pages = "301-321",
    month = "May",
    year = "2009",
    doi = "https://doi.org/10.1016/j.acha.2008.07.002",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20090706-113128889",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27171,
    title ="Computational Methods for Sparse Solution of Linear Inverse Problems",
    author = "Tropp, Joel A. and Wright, Stephen J.",
    
    
    number = "2009-01",
    
    month = "March",
    year = "2009",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-163243421",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/20069,
    title ="Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization",
    author = "Tropp, Joel A.",
    
    
    
    pages = "978-986",
    month = "January",
    year = "2009",
    
    isbn = "978-0-898716-80-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20100921-101535590",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89331,
    title ="Efficient Sampling of Sparse Wideband Analog Signals",
    author = "Mishali, Moshe and Eldar, Yonina C. and Tropp, Joel A.",
    
    
    
    pages = "290-294",
    month = "December",
    year = "2008",
    doi = "https://doi.org/10.1109/EEEI.2008.4736707",
    isbn = "978-1-4244-2481-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112113124",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/13065,
    title ="Norms of random submatrices and sparse approximation",
    author = "Tropp, Joel A.",
    journal = "Comptes Rendus Mathematique",
    volume = "346",
    number = "23-24",
    pages = "1271-1274",
    month = "December",
    year = "2008",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROcrm08",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/12851,
    title ="On the Linear Independence of Spikes and Sines",
    author = "Tropp, Joel A.",
    journal = "Journal of Fourier Analysis and Applications",
    volume = "14",
    number = "5-6",
    pages = "838-858",
    month = "December",
    year = "2008",
    doi = "https://doi.org/10.1007/s00041-008-9042-0",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROjfaa08",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89330,
    title ="Greedy Signal Recovery Review",
    author = "Needell, Deanna and Tropp, Joel and Vershynin, Roman",
    
    
    
    pages = "1048-1050",
    month = "October",
    year = "2008",
    doi = "https://doi.org/10.1109/ACSSC.2008.5074572",
    isbn = "978-1-4244-2941-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112109709",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27169,
    title ="CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples",
    author = "Needell, D. and Tropp, J. A.",
    
    
    number = "2008-01",
    
    month = "July",
    year = "2008",
    
    doi = "https://doi.org/10.7907/KE0N-TN13",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-160707642",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27170,
    title ="Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization",
    author = "Tropp, Joel A.",
    
    
    number = "2008-02",
    
    month = "June",
    year = "2008",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111011-161421093",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/23672,
    title ="The Metric Nearness Problem",
    author = "Brickell, Justin and Dhillon, Inderjit S. and Sra, Suvrit and Tropp, Joel A.",
    journal = "SIAM Journal on Matrix Analysis and Applications",
    volume = "30",
    number = "1",
    pages = "375-396",
    month = "April",
    year = "2008",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20110513-152152857",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/10091,
    title ="A Tutorial on Fast Fourier Sampling [How to apply it to problems]",
    author = "Gilnert, Anna C. and Strauss, Martin J. and Tropp, Joel A.",
    journal = "IEEE Signal Processing Magazine",
    volume = "25",
    number = "2",
    pages = "57-66",
    month = "March",
    year = "2008",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:GILieeespm08",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89329,
    title ="Constructing Packings in Grassmannian Manifolds via Alternating Projection",
    author = "Dhillon, I. S. and Heath, R. W., Jr. and Strohmer, T. and Tropp, J. A.",
    journal = "Experimental Mathematics",
    volume = "17",
    number = "1",
    pages = "9-35",
    month = "January",
    year = "2008",
    doi = "https://doi.org/10.1080/10586458.2008.10129018",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112106252",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/76029,
    title ="The random paving property for uniformly bounded matrices",
    author = "Tropp, Joel A.",
    journal = "Studia Mathematica",
    volume = "185",
    number = "1",
    pages = "67-82",
    month = "January",
    year = "2008",
    doi = "https://doi.org/10.4064/sm185-1-4",
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20170408-150838584",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9490,
    title ="Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit",
    author = "Tropp, Joel A. and Gilbert, Anna C.",
    journal = "IEEE Transactions on Information Theory",
    volume = "53",
    number = "12",
    pages = "4655-4666",
    month = "December",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit07",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9428,
    title ="Matrix Nearness Problems with Bregman Divergences",
    author = "Dhillon, Inderjit S. and Tropp, Joel A.",
    journal = "SIAM Journal on Matrix Analysis and Applications",
    volume = "29",
    number = "4",
    pages = "1120-1146",
    month = "November",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:DHIsiamjmaa07",
}
@techreport {CaltechACMTR_https://authors.library.caltech.edu/id/eprint/27144,
    title ="Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case",
    author = "Tropp, Joel A. and Gilbert, Anna C.",
    
    
    number = "2007-01",
    
    month = "August",
    year = "2007",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20111010-134929077",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9064,
    title ="Random Filters for Compressive Sampling",
    author = "Tropp, Joel A.",
    
    
    
    pages = "216-217",
    month = "January",
    year = "2007",
    
    isbn = "1-4244-0350-2",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROciss06.975",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/89264,
    title ="Algorithmic linear dimension reduction in the ℓ_1 norm for sparse vectors",
    author = "Gilbert, A. C. and Strauss, M. J. and Tropp, J. A. and Vershynin, R.",
    
    
    
    
    month = "August",
    year = "2006",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20180828-150010838",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9065,
    title ="Random Filters for Compressive Sampling and Reconstruction",
    author = "Tropp, Joel A. and Wakin, Michael . and Duarte, Marco F. and Baron, Dror and Baraniuk, Richard G.",
    
    volume = "III",
    
    pages = "III-872",
    month = "July",
    year = "2006",
    
    isbn = "1-4244-0469-X",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROicassp06.977",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9066,
    title ="Row-Action Methods for Compressed Sensing",
    author = "Sra, Suvrit and Tropp, Joel A.",
    
    volume = "III",
    
    pages = "III-868",
    month = "July",
    year = "2006",
    
    isbn = "1-4244-0469-X",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:SRAicassp06.963",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9067,
    title ="Sparse Approximation Via Iterative Thresholding",
    author = "Herrity, Kyle K. and Gilbert, Anna C. and Tropp, Joel A.",
    
    volume = "III",
    
    pages = "III-624",
    month = "July",
    year = "2006",
    
    isbn = "1-4244-0469-X",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:HERicassp06.876",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9040,
    title ="Just relax: convex programming methods for identifying sparse signals in noise",
    author = "Tropp, Joel A.",
    journal = "IEEE Transactions on Information Theory",
    volume = "52",
    number = "3",
    pages = "1030-1051",
    month = "March",
    year = "2006",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit06",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9042,
    title ="Applications of sparse approximation in communications",
    author = "Gilbert, A. C. and Tropp, J. A.",
    
    
    
    pages = "1000-1004",
    month = "October",
    year = "2005",
    
    isbn = "0-7803-9151-9",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:GILisit05",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9036,
    title ="Generalized Finite Algorithms for Constructing Hermitian Matrices with Prescribed Diagonal and Spectrum",
    author = "Dhillon, Inderjit S. and Heath, Robert W., Jr. and Sustik, Mátyás A. and Tropp, Joel A.",
    journal = "SIAM Journal on Matrix Analysis and Applications",
    volume = "27",
    number = "1",
    pages = "61-71",
    month = "June",
    year = "2005",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:DHIsiamjmaa05",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9043,
    title ="Simultaneous sparse approximation via greedy pursuit",
    author = "Tropp, J. A. and Gilbert, A. C. and Strauss, M. J.",
    
    volume = "5",
    
    pages = "V-721",
    month = "May",
    year = "2005",
    
    isbn = "0-7803-8874-7",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROicassp05",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9039,
    title ="Recovery of short, complex linear combinations via ℓ1 minimization",
    author = "Tropp, Joel A.",
    journal = "IEEE Transactions on Information Theory",
    volume = "2005",
    number = "4",
    pages = "1568-1570",
    month = "April",
    year = "2005",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit05b",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9041,
    title ="Construction of equiangular signatures for synchronous CDMA systems",
    author = "Heath, Robert W., Jr. and Tropp, Joel A. and Dhillon, Inderjit S. and Strohmer, Thomas",
    
    
    
    pages = "708-712",
    month = "January",
    year = "2005",
    
    isbn = "0-7803-8408-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:HEAissta04",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9045,
    title ="Optimal CDMA signatures: a finite-step approach",
    author = "Tropp, Joel A. and Dhillon, Inderjit S. and Heath, Robert W., Jr.",
    
    
    
    pages = "335-339",
    month = "January",
    year = "2005",
    
    isbn = "0-7803-8408-3",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROissta04",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9038,
    title ="Designing structured tight frames via an alternating projection method",
    author = "Tropp, Joel A. and Dhillon, Inderjit S. and Heath, Robert W., Jr. and Strohmer, Thomas",
    journal = "IEEE Transactions on Information Theory",
    volume = "51",
    number = "1",
    pages = "188-209",
    month = "January",
    year = "2005",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit05a",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9037,
    title ="Finite-step algorithms for constructing optimal CDMA signature sequences",
    author = "Tropp, Joel A. and Dhillon, Inderjit S. and Heath, Robert W., Jr.",
    journal = "IEEE Transactions on Information Theory",
    volume = "50",
    number = "11",
    pages = "2916-2921",
    month = "November",
    year = "2004",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit04b",
}
@article {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9035,
    title ="Greed is good: algorithmic results for sparse approximation",
    author = "Tropp, Joel A.",
    journal = "IEEE Transactions on Information Theory",
    volume = "50",
    number = "10",
    pages = "2231-2242",
    month = "October",
    year = "2004",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROieeetit04a",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9046,
    title ="CDMA signature sequences with low peak-to-average-power ratio via alternating projection",
    author = "Tropp, Joel A. and Dhillon, Inderjit S. and Heath, Robert W., Jr. and Strohmer, Thomas",
    
    volume = "1",
    
    pages = "475-479",
    month = "May",
    year = "2004",
    
    isbn = "0-7803-8104-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROasilo03",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9044,
    title ="Optimal CDMA signature sequences, inverse eigenvalue problems and alternating minimization",
    author = "Tropp, Joel A. and Heath, Robert W., Jr. and Strohmer, Thomas",
    
    
    
    pages = "407",
    month = "September",
    year = "2003",
    
    isbn = "0-7803-7728-1",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROisit03",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/9047,
    title ="Improved sparse approximation over quasi-incoherent dictionaries",
    author = "Tropp, J. A. and Gilbert, A. C. and Muthukrishnan, S. and Strauss, M. J.",
    
    volume = "1",
    
    pages = "I-37",
    month = "January",
    year = "2003",
    
    
    isbn = "0-7803-7750-8",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:TROicip03",
}