Tropp, Joel A.

Book Chapter from CaltechAUTHORS

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