| Empirical margin distributions and bounding the generalization error of combined classifiers V Koltchinskii, D Panchenko The Annals of Statistics 30 (1), 1-50, 2002 | 498 | 2002 |
| The Sherrington-Kirkpatrick model D Panchenko Springer Science & Business Media, 2013 | 243 | 2013 |
| Rademacher processes and bounding the risk of function learning V Koltchinskii, D Panchenko High dimensional probability II, 443-457, 2000 | 226 | 2000 |
| Permutation tests for classification P Golland, F Liang, S Mukherjee, D Panchenko International Conference on Computational Learning Theory, 501-515, 2005 | 133* | 2005 |
| The Parisi ultrametricity conjecture D Panchenko Ann. of Math. (2) 177 (1), 383-393, 2013 | 116 | 2013 |
| Bounds for diluted mean-fields spin glass models D Panchenko, M Talagrand Probability Theory and Related Fields 130 (3), 319-336, 2004 | 91 | 2004 |
| Improved sample complexity estimates for statistical learning control of uncertain systems V Koltchinskii, CT Abdallah, M Ariola, P Dorato, D Panchenko IEEE Transactions on Automatic Control 45 (12), 2383-2388, 2000 | 91 | 2000 |
| The Parisi formula for mixed -spin models D Panchenko The Annals of Probability 42 (3), 946-958, 2014 | 66 | 2014 |
| Complexities of convex combinations and bounding the generalization error in classification V Koltchinskii, D Panchenko The Annals of Statistics 33 (4), 1455-1496, 2005 | 63 | 2005 |
| Risk bounds for mixture density estimation A Rakhlin, D Panchenko, S Mukherjee ESAIM: Probability and Statistics 9, 220-229, 2005 | 60 | 2005 |
| The Ghirlanda–Guerra identities for mixed p-spin model D Panchenko Comptes Rendus Mathematique 348 (3-4), 189-192, 2010 | 51 | 2010 |
| Symmetrization approach to concentration inequalities for empirical processes D Panchenko Annals of Probability, 2068-2081, 2003 | 48 | 2003 |
| Some local measures of complexity of convex hulls and generalization bounds O Bousquet, V Koltchinskii, D Panchenko Computational Learning Theory, 164-171, 2002 | 48 | 2002 |
| Spin glass models from the point of view of spin distributions D Panchenko The Annals of Probability 41 (3A), 1315-1361, 2013 | 47 | 2013 |
| The free energy in a multi-species Sherrington–Kirkpatrick model D Panchenko The Annals of Probability 43 (6), 3494-3513, 2015 | 46 | 2015 |
| Log-concavity property of the error probability with application to local bounds for wireless communications A Conti, D Panchenko, S Sidenko, V Tralli IEEE Transactions on Information Theory 55 (6), 2766-2775, 2009 | 41 | 2009 |
| On the overlap in the multiple spherical SK models D Panchenko, M Talagrand The Annals of Probability 35 (6), 2321-2355, 2007 | 40 | 2007 |
| Some extensions of an inequality of Vapnik and Chervonenkis D Panchenko Electronic Communications in Probability 7, 55-65, 2002 | 38 | 2002 |
| A connection between the Ghirlanda–Guerra identities and ultrametricity D Panchenko The Annals of Probability 38 (1), 327-347, 2010 | 35 | 2010 |
| Free energy in the generalized Sherrington–Kirkpatrick mean field model D Panchenko Reviews in Mathematical Physics 17 (07), 793-857, 2005 | 32 | 2005 |
Sayan MukherjeeDuke University, MITVerified email at stat.duke.edu
