<h1>Tropp, Joel</h1>
<h2>Book Chapter from <a href="https://authors.library.caltech.edu">CaltechAUTHORS</a></h2>
<ul>
<li>Levis, Aviad and Lee, Daeyoung, el al. (2021) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20220307-188412000">Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements</a>; ISBN 978-1-6654-2812-5; 2021 IEEE/CVF International Conference on Computer Vision (ICCV); 2320-2329; <a href="https://doi.org/10.1109/iccv48922.2021.00234">10.1109/iccv48922.2021.00234</a></li>
<li>Lotz, Martin and McCoy, Michael B., el al. (2020) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20200821-083421883">Concentration of the Intrinsic Volumes of a Convex Body</a>; ISBN 978-3-030-46761-6; Geometric Aspects of Functional Analysis: Israel Seminar (GAFA) 2017-2019 Volume II; 139-167; <a href="https://doi.org/10.1007/978-3-030-46762-3_6">10.1007/978-3-030-46762-3_6</a></li>
<li>Tropp, Joel A. (2017) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20190826-161640394">Sketchy decisions: convex optimization with optimal storage (Conference Presentation)</a>; ISBN 9781510612457; Wavelets and Sparsity XVII; Art. No. 1039403; <a href="https://doi.org/10.1117/12.2281058">10.1117/12.2281058</a></li>
<li>Tropp, Joel A. (2016) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20170214-075417526">The Expected Norm of a Sum of Independent Random Matrices: An Elementary Approach</a>; ISBN 978-3-319-40517-9; High Dimensional Probability VII; 173-202; <a href="https://doi.org/10.1007/978-3-319-40519-3_8">10.1007/978-3-319-40519-3_8</a></li>
<li>Tropp, Joel A. (2015) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160818-084011981">Convex Recovery of a Structured Signal from Independent Random Linear Measurements</a>; ISBN 978-3-319-19748-7; Sampling Theory, a Renaissance: Compressive Sensing and Other Developments; 67-101; <a href="https://doi.org/10.1007/978-3-319-19749-4_2">10.1007/978-3-319-19749-4_2</a></li>
<li>Bruer, John J. and Tropp, Joel A., el al. (2014) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160401-170735760">Time–Data Tradeoffs by Aggressive Smoothing</a></li>
<li>Bittorf, Victor and Recht, Benjamin, el al. (2012) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160401-165447853">Factoring nonnegative matrices with linear programs</a>; ISBN 978-1-62748-003-1; Advances in Neural Information Processing Systems 25 (NIPS 2012); <a href="https://doi.org/10.48550/arXiv.1206.1270">10.48550/arXiv.1206.1270</a></li>
<li>Tropp, Joel A. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180831-112116678">The sparsity gap: Uncertainty principles proportional to dimension</a>; ISBN 978-1-4244-7416-5; 2010 44th Annual Conference on Information Sciences and Systems (CISS); 1-6; <a href="https://doi.org/10.1109/CISS.2010.5464824">10.1109/CISS.2010.5464824</a></li>
<li>Lee, Jason and Recht, Benjamin, el al. (2010) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20160331-164724199">Practical Large-Scale Optimization for Max-Norm Regularization</a>; ISBN 9781617823800; Advances in Neural Information Processing Systems 23</li>
<li>Tropp, Joel A. (2009) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20100921-101535590">Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization</a>; ISBN 978-0-898716-80-1; Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms; 978-986; <a href="https://doi.org/10.48550/arXiv.0806.4404">10.48550/arXiv.0806.4404</a></li>
<li>Mishali, Moshe and Eldar, Yonina C., el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180831-112113124">Efficient Sampling of Sparse Wideband Analog Signals</a>; ISBN 978-1-4244-2481-8; 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel; 290-294; <a href="https://doi.org/10.1109/EEEI.2008.4736707">10.1109/EEEI.2008.4736707</a></li>
<li>Needell, Deanna and Tropp, Joel, el al. (2008) <a href="https://resolver.caltech.edu/CaltechAUTHORS:20180831-112109709">Greedy Signal Recovery Review</a>; ISBN 978-1-4244-2941-7; 2008 42nd Asilomar Conference on Signals, Systems and Computers; 1048-1050; <a href="https://doi.org/10.1109/ACSSC.2008.5074572">10.1109/ACSSC.2008.5074572</a></li>
<li>Tropp, Joel A. (2007) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROciss06.975">Random Filters for Compressive Sampling</a>; ISBN 1-4244-0350-2; Conference on Information Sciences and Systems, 40th (CISS 2006), Princeton, NJ, 22-24 March 2006; 216-217; <a href="https://doi.org/10.1109/CISS.2006.286465">10.1109/CISS.2006.286465</a></li>
<li>Tropp, Joel A. and Wakin, Michael ., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROicassp06.977">Random Filters for Compressive Sampling and Reconstruction</a>; ISBN 1-4244-0469-X; International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; III-872; <a href="https://doi.org/10.1109/ICASSP.2006.1660793">10.1109/ICASSP.2006.1660793</a></li>
<li>Sra, Suvrit and Tropp, Joel A. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:SRAicassp06.963">Row-Action Methods for Compressed Sensing</a>; ISBN 1-4244-0469-X; International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; III-868; <a href="https://doi.org/10.1109/ICASSP.2006.1660792">10.1109/ICASSP.2006.1660792</a></li>
<li>Herrity, Kyle K. and Gilbert, Anna C., el al. (2006) <a href="https://resolver.caltech.edu/CaltechAUTHORS:HERicassp06.876">Sparse Approximation Via Iterative Thresholding</a>; ISBN 1-4244-0469-X; International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; III-624; <a href="https://doi.org/10.1109/ICASSP.2006.1660731">10.1109/ICASSP.2006.1660731</a></li>
<li>Gilbert, A. C. and Tropp, J. A. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:GILisit05">Applications of sparse approximation in communications</a>; ISBN 0-7803-9151-9; International Symposium on Information Theory (ISIT '05), Adelaide, Australia, 4-9 September 2005; 1000-1004; <a href="https://doi.org/10.1109/ISIT.2005.1523488">10.1109/ISIT.2005.1523488</a></li>
<li>Tropp, J. A. and Gilbert, A. C., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROicassp05">Simultaneous sparse approximation via greedy pursuit</a>; ISBN 0-7803-8874-7; IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP '05), Philadelphia, PA, 18-23 March 2005; V-721; <a href="https://doi.org/10.1109/ICASSP.2005.1416405">10.1109/ICASSP.2005.1416405</a></li>
<li>Tropp, Joel A. and Dhillon, Inderjit S., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROissta04">Optimal CDMA signatures: a finite-step approach</a>; ISBN 0-7803-8408-3; International Symposium on Spread Spectrum Techniques and Applications, 8th, Sydney, Australia, 30 August - 2 September 2004; 335-339</li>
<li>Heath, Robert W., Jr. and Tropp, Joel A., el al. (2005) <a href="https://resolver.caltech.edu/CaltechAUTHORS:HEAissta04">Construction of equiangular signatures for synchronous CDMA systems</a>; ISBN 0-7803-8408-3; International Symposium on Spread Spectrum Techniques and Applications, 8th, Sydney, Australia, 30 August - 2 September 2004; 708-712</li>
<li>Tropp, Joel A. and Dhillon, Inderjit S., el al. (2004) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROasilo03">CDMA signature sequences with low peak-to-average-power ratio via alternating projection</a>; ISBN 0-7803-8104-1; Asilomar Conference on Signals, Systems and Computers, 37th, Pacific Grove, CA, 9-12 November 2003; 475-479; <a href="https://doi.org/10.1109/ACSSC.2003.1291956">10.1109/ACSSC.2003.1291956</a></li>
<li>Tropp, Joel A. and Heath, Robert W., Jr., el al. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROisit03">Optimal CDMA signature sequences, inverse eigenvalue problems and alternating minimization</a>; ISBN 0-7803-7728-1; International Symposium on Information Theory (ISIT '03), Yokohama, Japan, 29 June - 4 July 2003; 407; <a href="https://doi.org/10.1109/ISIT.2003.1228424">10.1109/ISIT.2003.1228424</a></li>
<li>Tropp, J. A. and Gilbert, A. C., el al. (2003) <a href="https://resolver.caltech.edu/CaltechAUTHORS:TROicip03">Improved sparse approximation over quasi-incoherent dictionaries</a>; ISBN 0-7803-7750-8; International Conference on Image Processing (ICIP '03), Barcelona, Spain, 14-17 September 2003; I-37</li>
</ul>