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Shahar Mendelson

Identifiers

  • name variant Shahar Mendelson 0.60 · backfill

Papers (53)

  1. Can we spot a fake? math.ST · 2024 · author #1
  2. On the geometry of polytopes generated by heavy-tailed random vectors math.PR · 2019 · author #4
  3. Mean estimation and regression under heavy-tailed distributions--a survey math.ST · 2019 · author #2
  4. Stable recovery and the coordinate small-ball behaviour of random vectors math.PR · 2019 · author #1
  5. On the geometry of random polytopes math.FA · 2019 · author #1
  6. Robust one-bit compressed sensing with partial circulant matrices cs.IT · 2018 · author #2
  7. Robust covariance estimation under $L_4-L_2$ norm equivalence math.ST · 2018 · author #1
  8. Near-optimal mean estimators with respect to general norms math.ST · 2018 · author #2
  9. Non-Gaussian Hyperplane Tessellations and Robust One-Bit Compressed Sensing cs.IT · 2018 · author #2
  10. Approximating the covariance ellipsoid stat.ML · 2018 · author #1
  11. Concentration of the spectral norm of Erd\H{o}s-R\'enyi random graphs math.PR · 2018 · author #2
  12. A remark on "Robust machine learning by median-of-means" math.ST · 2017 · author #2
  13. An optimal unrestricted learning procedure stat.ML · 2017 · author #1
  14. Column normalization of a random measurement matrix stat.ML · 2017 · author #1
  15. Sub-Gaussian estimators of the mean of a random vector math.ST · 2017 · author #2
  16. Regularization, sparse recovery, and median-of-means tournaments math.ST · 2017 · author #2
  17. Generalized Dual Sudakov Minoration via Dimension Reduction - A Program math.FA · 2016 · author #1
  18. Improved bounds for sparse recovery from subsampled random convolutions cs.IT · 2016 · author #1
  19. Regularization and the small-ball method II: complexity dependent error rates math.ST · 2016 · author #2
  20. Risk minimization by median-of-means tournaments math.ST · 2016 · author #2
  21. On multiplier processes under weak moment assumptions math.ST · 2016 · author #1
  22. Regularization and the small-ball method I: sparse recovery math.ST · 2016 · author #2
  23. `local' vs. `global' parameters -- breaking the gaussian complexity barrier stat.ML · 2015 · author #1
  24. On aggregation for heavy-tailed classes math.ST · 2015 · author #1
  25. Upper bounds on product and multiplier empirical processes math.PR · 2014 · author #1
  26. Dvoretzky type theorems for subgaussian coordinate projections math.FA · 2014 · author #1
  27. Learning without Concentration for General Loss Functions stat.ML · 2014 · author #1
  28. Necessary moment conditions for exact reconstruction via basis pursuit math.ST · 2014 · author #2
  29. Performance of empirical risk minimization in linear aggregation math.ST · 2014 · author #2
  30. Sparse recovery under weak moment assumptions math.ST · 2014 · author #2
  31. Learning without Concentration cs.LG · 2014 · author #1
  32. A remark on the diameter of random sections of convex bodies math.FA · 2013 · author #1
  33. Bounding the smallest singular value of a random matrix without concentration math.PR · 2013 · author #2
  34. Minimax rate of convergence and the performance of ERM in phase recovery math.ST · 2013 · author #2
  35. Learning subgaussian classes : Upper and minimax bounds math.ST · 2013 · author #2
  36. On the optimality of the aggregate with exponential weights for low temperatures math.ST · 2013 · author #2
  37. Phase Retrieval: Stability and Recovery Guarantees cs.IT · 2012 · author #2
  38. Suprema of Chaos Processes and the Restricted Isometry Property math.PR · 2012 · author #2
  39. General nonexact oracle inequalities for classes with a subexponential envelope math.ST · 2012 · author #2
  40. On generic chaining and the smallest singular value of random matrices with heavy tails math.PR · 2011 · author #1
  41. Discrepancy, chaining and subgaussian processes math.PR · 2011 · author #1
  42. Sharper lower bounds on the performance of the empirical risk minimization algorithm math.ST · 2011 · author #2
  43. Empirical processes with bounded \psi_1 diameter math.FA · 2010 · author #1
  44. Regularization in kernel learning math.ST · 2010 · author #1
  45. Majorizing measures and proportional subsets of bounded orthonormal systems math.FA · 2008 · author #2
  46. Discussion of "2004 IMS Medallion Lecture: Local Rademacher complexities and oracle inequalities in risk minimization" by V. Koltchinskii q-fin.RM · 2007 · author #2
  47. Modified empirical CLT's under only pre-Gaussian conditions math.PR · 2006 · author #1
  48. Uniform uncertainty principle for Bernoulli and subgaussian ensembles math.ST · 2006 · author #1
  49. On weakly bounded empirical processes math.PR · 2005 · author #1
  50. Local Rademacher complexities math.ST · 2005 · author #3
  51. Reconstruction and subgaussian operators math.FA · 2005 · author #1
  52. A probabilistic approach to the geometry of the \ell_p^n-ball math.PR · 2005 · author #3
  53. The shattering dimension of sets of linear functionals math.PR · 2004 · author #1

Mentions

  • 1211.0872 #2 · arxiv_oai · confidence 0.70 Shahar Mendelson
  • 1504.02191 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1502.07097 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1410.8003 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1410.6914 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1410.3192 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1404.3116 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1402.5763 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1401.2188 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1401.0304 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1312.3608 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1312.3580 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1311.5024 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1305.4825 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1303.5180 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1211.0872 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1207.0235 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1206.0871 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1108.3886 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1104.1508 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1102.4983 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 1005.0816 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 1001.2094 #1 · backfill · confidence 0.70 Shahar Mendelson
  • 0801.3556 #2 · backfill · confidence 0.70 Shahar Mendelson
  • 0708.0089 #2 · backfill · confidence 0.70 Shahar Mendelson

Frequent Coauthors