Joel A. Tropp

Identifiers

• name variant Joel A. Tropp 0.60 · backfill

Papers (44)

1. Applied Random Matrix Theory math.PR · 2026 · author #1
2. Streaming Low-Rank Matrix Approximation with an Application to Scientific Simulation cs.NA · 2019 · author #1
3. Concentration of the Intrinsic Volumes of a Convex Body math.MG · 2018 · author #5
4. Simplicial faces of the set of correlation matrices math.MG · 2018 · author #1
5. Fixed-Rank Approximation of a Positive-Semidefinite Matrix from Streaming Data cs.NA · 2017 · author #1
6. Sketchy Decisions: Convex Low-Rank Matrix Optimization with Optimal Storage math.OC · 2017 · author #3
7. Practical sketching algorithms for low-rank matrix approximation cs.NA · 2016 · author #1
8. Universality laws for randomized dimension reduction, with applications math.PR · 2015 · author #2
9. The Expected Norm of a Sum of Independent Random Matrices: An Elementary Approach math.PR · 2015 · author #1
10. Integer factorization of a positive-definite matrix math.MG · 2015 · author #1
11. Second-Order Matrix Concentration Inequalities math.PR · 2015 · author #1
12. An Introduction to Matrix Concentration Inequalities math.PR · 2015 · author #1
13. Solving ptychography with a convex relaxation physics.optics · 2014 · author #5
14. A foundation for analytical developments in the logarithmic region of turbulent channels physics.flu-dyn · 2014 · author #3
15. Efron-Stein Inequalities for Random Matrices math.PR · 2014 · author #3
16. Convex recovery of a structured signal from independent random linear measurements cs.IT · 2014 · author #1
17. The achievable performance of convex demixing cs.IT · 2013 · author #2
18. From Steiner Formulas for Cones to Concentration of Intrinsic Volumes math.MG · 2013 · author #2
19. Subadditivity of Matrix phi-Entropy and Concentration of Random Matrices cs.IT · 2013 · author #1
20. Deriving Matrix Concentration Inequalities from Kernel Couplings math.PR · 2013 · author #3
21. Living on the edge: Phase transitions in convex programs with random data cs.IT · 2013 · author #4
22. Model-based scaling of the streamwise energy density in high-Reynolds number turbulent channels physics.flu-dyn · 2013 · author #3
23. Paved with Good Intentions: Analysis of a Randomized Block Kaczmarz Method math.NA · 2012 · author #2
24. Factoring nonnegative matrices with linear programs math.OC · 2012 · author #4
25. Sharp recovery bounds for convex demixing, with applications cs.IT · 2012 · author #2
26. Robust computation of linear models by convex relaxation cs.IT · 2012 · author #3
27. Matrix concentration inequalities via the method of exchangeable pairs math.PR · 2012 · author #5
28. The Masked Sample Covariance Estimator: An Analysis via Matrix Concentration Inequalities math.PR · 2011 · author #3
29. The restricted isometry property for time-frequency structured random matrices cs.IT · 2011 · author #3
30. Tail bounds for all eigenvalues of a sum of random matrices math.PR · 2011 · author #2
31. A comparison principle for functions of a uniformly random subspace math.PR · 2011 · author #1
32. Freedman's inequality for matrix martingales math.PR · 2011 · author #1
33. From joint convexity of quantum relative entropy to a concavity theorem of Lieb cs.IT · 2011 · author #1
34. Improved analysis of the subsampled randomized Hadamard transform math.NA · 2010 · author #1
35. Restricted Isometries for Partial Random Circulant Matrices cs.IT · 2010 · author #3
36. User-friendly tail bounds for sums of random matrices math.PR · 2010 · author #1
37. The Sparsity Gap: Uncertainty Principles Proportional to Dimension cs.IT · 2010 · author #1
38. Error Bounds for Random Matrix Approximation Schemes math.NA · 2009 · author #2
39. Finding structure with randomness: Probabilistic algorithms for constructing approximate matrix decompositions math.NA · 2009 · author #3
40. Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals cs.IT · 2009 · author #1
41. Efficient Sampling of Sparse Wideband Analog Signals cs.IT · 2009 · author #3
42. Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization math.NA · 2008 · author #1
43. On the linear independence of spikes and sines math.FA · 2007 · author #1
44. The random paving property for uniformly bounded matrices math.MG · 2006 · author #1

Mentions

• 1902.08651 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 1706.05736 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 1609.00048 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 1501.01571 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 1506.04711 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1011.1595 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 0911.4108 #2 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 0909.4061 #3 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 0806.4404 #1 · arxiv_oai · confidence 0.70 Joel A. Tropp
• 1506.00340 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1504.05919 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1501.01571 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1412.1209 #5 · backfill · confidence 0.70 Joel A. Tropp
• 1409.6047 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1408.3470 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1405.1102 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1309.7478 #2 · backfill · confidence 0.70 Joel A. Tropp
• 1308.5265 #2 · backfill · confidence 0.70 Joel A. Tropp
• 1308.2952 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1305.0612 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1303.6672 #4 · backfill · confidence 0.70 Joel A. Tropp
• 1302.1594 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1208.3805 #2 · backfill · confidence 0.70 Joel A. Tropp
• 1206.1270 #4 · backfill · confidence 0.70 Joel A. Tropp
• 1205.1580 #2 · backfill · confidence 0.70 Joel A. Tropp
• 1202.4044 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1201.6002 #5 · backfill · confidence 0.70 Joel A. Tropp
• 1109.1637 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1106.3184 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1104.4513 #2 · backfill · confidence 0.70 Joel A. Tropp
• 1102.0534 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1101.3039 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1101.1070 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1011.1595 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1010.1847 #3 · backfill · confidence 0.70 Joel A. Tropp
• 1004.4389 #1 · backfill · confidence 0.70 Joel A. Tropp
• 1003.0415 #1 · backfill · confidence 0.70 Joel A. Tropp
• 0911.4108 #2 · backfill · confidence 0.70 Joel A. Tropp
• 0909.4061 #3 · backfill · confidence 0.70 Joel A. Tropp
• 0902.0026 #1 · backfill · confidence 0.70 Joel A. Tropp
• 0901.3950 #3 · backfill · confidence 0.70 Joel A. Tropp
• 0806.4404 #1 · backfill · confidence 0.70 Joel A. Tropp
• 0709.0517 #1 · backfill · confidence 0.70 Joel A. Tropp

Frequent Coauthors

• Michael B. McCoy 5 shared papers
• Alp Yurtsever 4 shared papers
• Madeleine Udell 4 shared papers
• Richard Y. Chen 4 shared papers
• Volkan Cevher 4 shared papers
• Alex Gittens 3 shared papers
• Lester Mackey 3 shared papers
• Ati S. Sharma 2 shared papers
• Beverley J. McKeon 2 shared papers
• Daniel Paulin 2 shared papers
• Holger Rauhut 2 shared papers
• Martin Lotz 2 shared papers
• Rashad Moarref 2 shared papers
• Benjamin Recht 1 shared papers
• Brendan Ames 1 shared papers
• Brendan Farrell 1 shared papers
• Changhuei Yang 1 shared papers
• Christopher Re 1 shared papers
• Deanna Needell 1 shared papers
• Dennis Amelunxen 1 shared papers