@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}
@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",
}