@inbook{https://authors.library.caltech.edu/records/wbj75-1gv55, authors = "Levis, Aviad and Lee, Daeyoung and Tropp, Joel A. and Gammie, Charles F. and Bouman, Katherine L.", title = "2021 IEEE/CVF International Conference on Computer Vision (ICCV)", chapter = "Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements", address = "Piscataway, NJ", publisher = "IEEE", year = "2021", url = "https://resolver.caltech.edu/CaltechAUTHORS:20220307-188412000", id = "https://authors.library.caltech.edu/records/wbj75-1gv55", isbn = "978-1-6654-2812-5", doi = "10.1109/iccv48922.2021.00234", pages = "2320-2329" } @inbook{https://authors.library.caltech.edu/records/xgnz6-yxr86, authors = "Lotz, Martin and McCoy, Michael B. and Nourdin, Ivan and Peccati, Giovanni and Tropp, Joel A.", title = "Geometric Aspects of Functional Analysis: Israel Seminar (GAFA) 2017-2019 Volume II", chapter = "Concentration of the Intrinsic Volumes of a Convex Body", address = "Cham", publisher = "Springer", year = "2020", url = "https://resolver.caltech.edu/CaltechAUTHORS:20200821-083421883", id = "https://authors.library.caltech.edu/records/xgnz6-yxr86", isbn = "978-3-030-46761-6", doi = "10.1007/978-3-030-46762-3\_6", pages = "139-167" } @inbook{https://authors.library.caltech.edu/records/ejhk7-npe53, authors = "Tropp, Joel A.", title = "Wavelets and Sparsity XVII", chapter = "Sketchy decisions: convex optimization with optimal storage (Conference Presentation)", address = "Bellingham, WA", publisher = "Society of Photo-Optical Instrumentation Engineers (SPIE)", year = "2017", url = "https://resolver.caltech.edu/CaltechAUTHORS:20190826-161640394", id = "https://authors.library.caltech.edu/records/ejhk7-npe53", isbn = "9781510612457", doi = "10.1117/12.2281058", pages = "Art. No. 1039403" } @inbook{https://authors.library.caltech.edu/records/bemq2-qw914, authors = "Tropp, Joel A.", title = "High Dimensional Probability VII", chapter = "The Expected Norm of a Sum of Independent Random Matrices: An Elementary Approach", address = "Cham", publisher = "Springer", year = "2016", url = "https://resolver.caltech.edu/CaltechAUTHORS:20170214-075417526", id = "https://authors.library.caltech.edu/records/bemq2-qw914", isbn = "978-3-319-40517-9", doi = "10.1007/978-3-319-40519-3\_8", pages = "173-202" } @inbook{https://authors.library.caltech.edu/records/1vmc9-r4269, authors = "Tropp, Joel A.", title = "Sampling Theory, a Renaissance: Compressive Sensing and Other Developments", chapter = "Convex Recovery of a Structured Signal from Independent Random Linear Measurements", address = "Cham, Switzerland", publisher = "Springer", year = "2015", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160818-084011981", id = "https://authors.library.caltech.edu/records/1vmc9-r4269", isbn = "978-3-319-19748-7", doi = "10.1007/978-3-319-19749-4\_2", pages = "67-101" } @inbook{https://authors.library.caltech.edu/records/ez84w-x7c72, authors = "Bruer, John J. and Tropp, Joel A. and Cevher, Volkan and Becker, Stephen R.", chapter = "Time–Data Tradeoffs by Aggressive Smoothing", publisher = "Neural Information Processing Systems", year = "2014", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160401-170735760", id = "https://authors.library.caltech.edu/records/ez84w-x7c72" } @inbook{https://authors.library.caltech.edu/records/4tr2r-xse68, authors = "Bittorf, Victor and Recht, Benjamin and Ré, Christopher and Tropp, Joel A.", title = "Advances in Neural Information Processing Systems 25 (NIPS 2012)", chapter = "Factoring nonnegative matrices with linear programs", address = "La Jolla, CA", publisher = "Neural Information Processing Systems", year = "2012", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160401-165447853", id = "https://authors.library.caltech.edu/records/4tr2r-xse68", isbn = "978-1-62748-003-1", doi = "10.48550/arXiv.1206.1270" } @inbook{https://authors.library.caltech.edu/records/sm6cv-f2606, authors = "Tropp, Joel A.", title = "2010 44th Annual Conference on Information Sciences and Systems (CISS)", chapter = "The sparsity gap: Uncertainty principles proportional to dimension", address = "Piscataway, NJ", publisher = "IEEE", year = "2010", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112116678", id = "https://authors.library.caltech.edu/records/sm6cv-f2606", isbn = "978-1-4244-7416-5", doi = "10.1109/CISS.2010.5464824", pages = "1-6" } @inbook{https://authors.library.caltech.edu/records/bcew3-g2m51, authors = "Lee, Jason and Recht, Benjamin and Salakhutdinov, Ruslan R. and Srebro, Nathan and Tropp, Joel A.", title = "Advances in Neural Information Processing Systems 23", chapter = "Practical Large-Scale Optimization for Max-Norm Regularization", address = "La Jolla, CA", publisher = "Neural Information Processing Systems", year = "2010", url = "https://resolver.caltech.edu/CaltechAUTHORS:20160331-164724199", id = "https://authors.library.caltech.edu/records/bcew3-g2m51", isbn = "9781617823800" } @inbook{https://authors.library.caltech.edu/records/1kq65-m1r89, authors = "Tropp, Joel A.", title = "Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms", chapter = "Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization", address = "New York", publisher = "Association for Computing Machinery", year = "2009", url = "https://resolver.caltech.edu/CaltechAUTHORS:20100921-101535590", id = "https://authors.library.caltech.edu/records/1kq65-m1r89", isbn = "978-0-898716-80-1", doi = "10.48550/arXiv.0806.4404", pages = "978-986" } @inbook{https://authors.library.caltech.edu/records/mrem4-vrd44, authors = "Mishali, Moshe and Eldar, Yonina C. and Tropp, Joel A.", title = "2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel", chapter = "Efficient Sampling of Sparse Wideband Analog Signals", address = "Piscataway, NJ", publisher = "IEEE", year = "2008", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112113124", id = "https://authors.library.caltech.edu/records/mrem4-vrd44", isbn = "978-1-4244-2481-8", doi = "10.1109/EEEI.2008.4736707", pages = "290-294" } @inbook{https://authors.library.caltech.edu/records/j70zc-y3276, authors = "Needell, Deanna and Tropp, Joel and Vershynin, Roman", title = "2008 42nd Asilomar Conference on Signals, Systems and Computers", chapter = "Greedy Signal Recovery Review", address = "Piscataway, NJ", publisher = "IEEE", year = "2008", url = "https://resolver.caltech.edu/CaltechAUTHORS:20180831-112109709", id = "https://authors.library.caltech.edu/records/j70zc-y3276", isbn = "978-1-4244-2941-7", doi = "10.1109/ACSSC.2008.5074572", pages = "1048-1050" } 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"https://resolver.caltech.edu/CaltechAUTHORS:TROicassp06.977", id = "https://authors.library.caltech.edu/records/hp8sm-g0q87", isbn = "1-4244-0469-X", doi = "10.1109/ICASSP.2006.1660793", pages = "III-872" } @inbook{https://authors.library.caltech.edu/records/900p1-ymh12, authors = "Sra, Suvrit and Tropp, Joel A.", title = "International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006", chapter = "Row-Action Methods for Compressed Sensing", address = "Piscataway, NJ", publisher = "IEEE", year = "2006", url = "https://resolver.caltech.edu/CaltechAUTHORS:SRAicassp06.963", id = "https://authors.library.caltech.edu/records/900p1-ymh12", isbn = "1-4244-0469-X", doi = "10.1109/ICASSP.2006.1660792", pages = "III-868" } @inbook{https://authors.library.caltech.edu/records/5gpyq-hz670, authors = "Herrity, Kyle K. and Gilbert, Anna C. and Tropp, Joel A.", title = "International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006", chapter = "Sparse Approximation Via Iterative Thresholding", address = "Piscataway, NJ", publisher = "IEEE", year = "2006", url = "https://resolver.caltech.edu/CaltechAUTHORS:HERicassp06.876", id = "https://authors.library.caltech.edu/records/5gpyq-hz670", isbn = "1-4244-0469-X", doi = "10.1109/ICASSP.2006.1660731", pages = "III-624" } @inbook{https://authors.library.caltech.edu/records/yhdsp-53481, authors = "Gilbert, A. C. and Tropp, J. A.", title = "International Symposium on Information Theory (ISIT '05), Adelaide, Australia, 4-9 September 2005", chapter = "Applications of sparse approximation in communications", address = "Piscataway, NJ", publisher = "IEEE", year = "2005", url = "https://resolver.caltech.edu/CaltechAUTHORS:GILisit05", id = "https://authors.library.caltech.edu/records/yhdsp-53481", isbn = "0-7803-9151-9", doi = "10.1109/ISIT.2005.1523488", pages = "1000-1004" } @inbook{https://authors.library.caltech.edu/records/22hc7-s3g15, authors = "Tropp, J. A. and Gilbert, A. C. and Strauss, M. 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A. and Gilbert, A. C. and Muthukrishnan, S. and Strauss, M. J.", title = "International Conference on Image Processing (ICIP '03), Barcelona, Spain, 14-17 September 2003", chapter = "Improved sparse approximation over quasi-incoherent dictionaries", address = "Piscataway, NJ", publisher = "IEEE", year = "2003", url = "https://resolver.caltech.edu/CaltechAUTHORS:TROicip03", id = "https://authors.library.caltech.edu/records/r2p14-c5f08", isbn = "0-7803-7750-8", pages = "I-37" }