Dmitry Panchenko
Dmitry Panchenko
Verified email at math.toronto.edu - Homepage
Title
Cited by
Cited by
Year
Empirical margin distributions and bounding the generalization error of combined classifiers
V Koltchinskii, D Panchenko
The Annals of Statistics 30 (1), 1-50, 2002
4982002
The Sherrington-Kirkpatrick model
D Panchenko
Springer Science & Business Media, 2013
2432013
Rademacher processes and bounding the risk of function learning
V Koltchinskii, D Panchenko
High dimensional probability II, 443-457, 2000
2262000
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
1162013
Bounds for diluted mean-fields spin glass models
D Panchenko, M Talagrand
Probability Theory and Related Fields 130 (3), 319-336, 2004
912004
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
912000
The Parisi formula for mixed -spin models
D Panchenko
The Annals of Probability 42 (3), 946-958, 2014
662014
Complexities of convex combinations and bounding the generalization error in classification
V Koltchinskii, D Panchenko
The Annals of Statistics 33 (4), 1455-1496, 2005
632005
Risk bounds for mixture density estimation
A Rakhlin, D Panchenko, S Mukherjee
ESAIM: Probability and Statistics 9, 220-229, 2005
602005
The Ghirlanda–Guerra identities for mixed p-spin model
D Panchenko
Comptes Rendus Mathematique 348 (3-4), 189-192, 2010
512010
Symmetrization approach to concentration inequalities for empirical processes
D Panchenko
Annals of Probability, 2068-2081, 2003
482003
Some local measures of complexity of convex hulls and generalization bounds
O Bousquet, V Koltchinskii, D Panchenko
Computational Learning Theory, 164-171, 2002
482002
Spin glass models from the point of view of spin distributions
D Panchenko
The Annals of Probability 41 (3A), 1315-1361, 2013
472013
The free energy in a multi-species Sherrington–Kirkpatrick model
D Panchenko
The Annals of Probability 43 (6), 3494-3513, 2015
462015
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
412009
On the overlap in the multiple spherical SK models
D Panchenko, M Talagrand
The Annals of Probability 35 (6), 2321-2355, 2007
402007
Some extensions of an inequality of Vapnik and Chervonenkis
D Panchenko
Electronic Communications in Probability 7, 55-65, 2002
382002
A connection between the Ghirlanda–Guerra identities and ultrametricity
D Panchenko
The Annals of Probability 38 (1), 327-347, 2010
352010
Free energy in the generalized Sherrington–Kirkpatrick mean field model
D Panchenko
Reviews in Mathematical Physics 17 (07), 793-857, 2005
322005
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Articles 1–20