@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", }