(orcid 0000-0003-1024-1791)
Levis, Aviad; Lee, Daeyoung et al. (2021) Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV); In: 2021 IEEE/CVF International Conference on Computer Vision (ICCV), 10-17 October 2021, Montreal, QB https://doi.org/10.1109/iccv48922.2021.00234
Lotz, Martin; McCoy, Michael B. et al. (2020) Concentration of the Intrinsic Volumes of a Convex Body In: Geometric Aspects of Functional Analysis: Israel Seminar (GAFA) 2017-2019 Volume II; Quantum Potential Theory; Series Lecture Notes in Mathematics; No. 2266; https://doi.org/10.1007/978-3-030-46762-3_6
Tropp, Joel A. (2017) Sketchy decisions: convex optimization with optimal storage (Conference Presentation) In: Wavelets and Sparsity XVII; Series Proceedings of SPIE; No. 10394; In: SPIE Optical Engineering + Applications, 2017, 6-10 August 2017, San Diego, CA https://doi.org/10.1117/12.2281058
Tropp, Joel A. (2016) The Expected Norm of a Sum of Independent Random Matrices: An Elementary Approach In: High Dimensional Probability VII; Series Progress in Probability (PRPR); No. 71; https://doi.org/10.1007/978-3-319-40519-3_8
Tropp, Joel A. (2015) Convex Recovery of a Structured Signal from Independent Random Linear Measurements In: Sampling Theory, a Renaissance: Compressive Sensing and Other Developments; Vol. I; Series Applied and Numerical Harmonic Analysi; https://doi.org/10.1007/978-3-319-19749-4_2
Bruer, John J.; Tropp, Joel A. et al. (2014) Time–Data Tradeoffs by Aggressive Smoothing In: Advances in Neural Information Processing Systems 27 (NIPS 2014); Series Advances in Neural Information Processing Systems; No. 27; In: Twenty-eighth Annual Conference on Neural Information Processing Systems (NIPS), December 8-13, 2014, Montreal, Canada https://resolver.caltech.edu/CaltechAUTHORS:20160401-170735760
Bittorf, Victor; Recht, Benjamin et al. (2012) Factoring nonnegative matrices with linear programs In: Advances in Neural Information Processing Systems 25 (NIPS 2012); Series Advances in Neural Information Processing Systems; No. 25; In: 26th Annual Conference on Neural Information Processing Systems 2012, December 3-6, 2012, Lake Tahoe, NV https://doi.org/10.48550/arXiv.1206.1270
Tropp, Joel A. (2010) The sparsity gap: Uncertainty principles proportional to dimension In: 2010 44th Annual Conference on Information Sciences and Systems (CISS); In: 44th Annual Conference on Information Sciences and Systems (CISS), 17-19 March 2010, Princeton, NJ https://doi.org/10.1109/CISS.2010.5464824
Lee, Jason; Recht, Benjamin et al. (2010) Practical Large-Scale Optimization for Max-Norm Regularization In: Advances in Neural Information Processing Systems 23 ; Series Advances in Neural Information Processing Systems; No. 23; In: Twenty-fourth Annual Conference on Neural Information Processing Systems (NIPS), December 6-9, 2010, Vancouver, B. C., Canada https://resolver.caltech.edu/CaltechAUTHORS:20160331-164724199
Tropp, Joel A. (2009) Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization In: Proceedings of the Twentieth Annual ACM-SIAM Symposium on Discrete Algorithms; In: 20th Annual ACM-SIAM Symposium on Discrete Algorithms, January 4-6, 2009, New York, NY https://doi.org/10.48550/arXiv.0806.4404
Mishali, Moshe; Eldar, Yonina C. et al. (2008) Efficient Sampling of Sparse Wideband Analog Signals In: 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel; In: 2008 IEEE 25th Convention of Electrical and Electronics Engineers in Israel, 3-5 December 2008, Eilat, Israel https://doi.org/10.1109/EEEI.2008.4736707
Needell, Deanna; Tropp, Joel et al. (2008) Greedy Signal Recovery Review In: 2008 42nd Asilomar Conference on Signals, Systems and Computers; In: 42nd Asilomar Conference on Signals, Systems and Computers, 26-29 October 2008, Pacific Grove, CA https://doi.org/10.1109/ACSSC.2008.5074572
Tropp, Joel A. (2007) Random Filters for Compressive Sampling In: Conference on Information Sciences and Systems, 40th (CISS 2006), Princeton, NJ, 22-24 March 2006; https://doi.org/10.1109/CISS.2006.286465
Tropp, Joel A.; Wakin, Michael . et al. (2006) Random Filters for Compressive Sampling and Reconstruction In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; Vol. III; https://doi.org/10.1109/ICASSP.2006.1660793
Sra, Suvrit; Tropp, Joel A. (2006) Row-Action Methods for Compressed Sensing In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; Vol. III; https://doi.org/10.1109/ICASSP.2006.1660792
Herrity, Kyle K.; Gilbert, Anna C. et al. (2006) Sparse Approximation Via Iterative Thresholding In: International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), Toulouse, France, 14-19 May 2006; Vol. III; https://doi.org/10.1109/ICASSP.2006.1660731
Gilbert, A. C.; Tropp, J. A. (2005) Applications of sparse approximation in communications In: International Symposium on Information Theory (ISIT '05), Adelaide, Australia, 4-9 September 2005; https://doi.org/10.1109/ISIT.2005.1523488
Tropp, J. A.; Gilbert, A. C. et al. (2005) Simultaneous sparse approximation via greedy pursuit In: IEEE International Conference on Acoustic, Speech, and Signal Processing (ICASSP '05), Philadelphia, PA, 18-23 March 2005; Vol. 5; https://doi.org/10.1109/ICASSP.2005.1416405
Heath, Robert W., Jr.; Tropp, Joel A. et al. (2005) Construction of equiangular signatures for synchronous CDMA systems In: International Symposium on Spread Spectrum Techniques and Applications, 8th, Sydney, Australia, 30 August - 2 September 2004; https://resolver.caltech.edu/CaltechAUTHORS:HEAissta04
Tropp, Joel A.; Dhillon, Inderjit S. et al. (2005) Optimal CDMA signatures: a finite-step approach In: International Symposium on Spread Spectrum Techniques and Applications, 8th, Sydney, Australia, 30 August - 2 September 2004; https://resolver.caltech.edu/CaltechAUTHORS:TROissta04
Tropp, Joel A.; Dhillon, Inderjit S. et al. (2004) CDMA signature sequences with low peak-to-average-power ratio via alternating projection In: Asilomar Conference on Signals, Systems and Computers, 37th, Pacific Grove, CA, 9-12 November 2003; Vol. 1; https://doi.org/10.1109/ACSSC.2003.1291956
Tropp, Joel A.; Heath, Robert W., Jr. et al. (2003) Optimal CDMA signature sequences, inverse eigenvalue problems and alternating minimization In: International Symposium on Information Theory (ISIT '03), Yokohama, Japan, 29 June - 4 July 2003; https://doi.org/10.1109/ISIT.2003.1228424
Tropp, J. A.; Gilbert, A. C. et al. (2003) Improved sparse approximation over quasi-incoherent dictionaries In: International Conference on Image Processing (ICIP '03), Barcelona, Spain, 14-17 September 2003; Vol. 1; https://resolver.caltech.edu/CaltechAUTHORS:TROicip03