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Alexander Rakhlin - Publications

Affiliations: 
University of California, Berkeley, Berkeley, CA, United States 
Area:
Machine Learning, Online Learning / Expert Advice, Optimization, Statistical Learning Theory, Multitask Learning, Generalization Bounds,
Website:
http://www.eecs.berkeley.edu/%7Erakhlin/
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13 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Liang T, Rakhlin A. Just interpolate: Kernel “Ridgeless” regression can generalize Annals of Statistics. 48: 1329-1347. DOI: 10.1214/19-Aos1849  0.313
2017 Rakhlin A, Sridharan K, Tsybakov AB. Empirical entropy, minimax regret and minimax risk Bernoulli. 23: 789-824. DOI: 10.3150/14-Bej679  0.342
2017 Cai TT, Liang T, Rakhlin A. Computational and statistical boundaries for submatrix localization in a large noisy matrix Annals of Statistics. 45: 1403-1430. DOI: 10.1214/16-Aos1488  0.308
2016 Cai TT, Liang T, Rakhlin A. Geometric inference for general high-dimensional linear inverse problems Annals of Statistics. 44: 1536-1563. DOI: 10.1214/15-Aos1426  0.326
2016 Shahrampour S, Rakhlin A, Jadbabaie A. Distributed Detection: Finite-Time Analysis and Impact of Network Topology Ieee Transactions On Automatic Control. 61: 3256-3268. DOI: 10.1109/Tac.2015.2506903  0.353
2014 Bartók G, Foster DP, Pál D, Rakhlin A, Szepesvári C. Partial monitoring - Classification, regret bounds, and algorithms Mathematics of Operations Research. 39: 967-997. DOI: 10.1287/Moor.2014.0663  0.357
2014 Rakhlin A, Sridharan K, Tewari A. Sequential complexities and uniform martingale laws of large numbers Probability Theory and Related Fields. 1-43. DOI: 10.1007/S00440-013-0545-5  0.312
2013 Agarwal A, Foster DP, Hsu D, Kakade SM, Rakhlin A. Stochastic convex optimization with bandit feedback Siam Journal On Optimization. 23: 213-240. DOI: 10.1137/110850827  0.379
2012 Seshia SA, Rakhlin A. Quantitative analysis of systems using game-theoretic learning Transactions On Embedded Computing Systems. 11. DOI: 10.1145/2331147.2331165  0.383
2012 Abernethy JD, Hazan E, Rakhlin A. Interior-point methods for full-information and bandit online learning Ieee Transactions On Information Theory. 58: 4164-4175. DOI: 10.1109/Tit.2012.2192096  0.418
2011 Raginsky M, Rakhlin A. Information-based complexity, feedback and dynamics in convex programming Ieee Transactions On Information Theory. 57: 7036-7056. DOI: 10.1109/Tit.2011.2154375  0.421
2005 Rakhlin A, Mukherjee S, Poggio T. Stability Results In Learning Theory Analysis and Applications. 3: 397-417. DOI: 10.1142/S0219530505000650  0.549
2005 Rakhlin A, Panchenko D, Mukherjee S. Risk bounds for mixture density estimation Esaim - Probability and Statistics. 9: 220-229. DOI: 10.1051/ps:2005011  0.521
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