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Dmitry Panchenko

Observed names: D. Panchenko, D. Panchenko Y, DMITRY PANCHENKO, Dmitriy Panchenko, Dmitry A. Panchenko, Panchenko Dmitry (-mit, Panchenko, Dmitry
Observed institutions: University of Minnesota, University of New Mexico, Carestream (United States), University of Toronto, Pontificia Universidad Javeriana, Kodak (France), Kodak (Japan), Toyota Motor Corporation (Japan), Kodak (United States), Honda R&D Co., Ltd. (Japan), The Ohio State University, Massachusetts Institute of Technology, Texas A&M University
ORCID: 0000-0002-4798-4719
Observed ORCID: 0000-0002-4798-4719
OpenAlex ID: A5065629981
Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifiers
2002 · V. Koltchinskii, D. Panchenko · The Annals of Statistics · 451
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The Sherrington-Kirkpatrick Model
2013 · Dmitry Panchenko · Springer monographs in mathematics · 349
Rademacher Processes and Bounding the Risk of Function Learning
2000 · Vladimir Koltchinskii, Dmitriy Panchenko · Birkhäuser Boston eBooks · 216
The Parisi ultrametricity conjecture
2012 · Dmitry Panchenko · Annals of Mathematics · 166
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Permutation Tests for Classification
2005 · Polina Golland, Feng Liang, et al. · Lecture notes in computer science · 139
Bounds for diluted mean-fields spin glass models
2004 · Dmitry Panchenko, Michel Talagrand · Probability Theory and Related Fields · 130
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The free energy in a multi-species Sherrington–Kirkpatrick model
2015 · Dmitry Panchenko · The Annals of Probability · 94
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The Parisi formula for mixed $p$-spin models
2011 · Dmitry Panchenko · 88
The Parisi formula for mixed $p$-spin models
2014 · Dmitry Panchenko · The Annals of Probability · 87
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Improved sample complexity estimates for statistical learning control of uncertain systems
2000 · V. Koltchinskii, C.T. Abdallah, et al. · IEEE Transactions on Automatic Control · 71
Spin glass models from the point of view of spin distributions
2013 · Dmitry Panchenko · The Annals of Probability · 69
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Free energy in the mixed $p$-spin models with vector spins
2018 · Dmitry Panchenko · The Annals of Probability · 63
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The Sherrington-Kirkpatrick Model: An Overview
2012 · Dmitry Panchenko · Journal of Statistical Physics · 56
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Suboptimality of local algorithms for a class of max-cut problems
2019 · Wei-Kuo Chen, David Gamarnik, et al. · The Annals of Probability · 54
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The Ghirlanda–Guerra identities for mixed p-spin model
2010 · Dmitry Panchenko · Comptes Rendus Mathématique · 53
On the overlap in the multiple spherical SK models
2007 · Dmitry Panchenko, Michel Talagrand · The Annals of Probability · 51
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Risk bounds for mixture density estimation
2005 · Alexander Rakhlin, Dmitry Panchenko, et al. · ESAIM Probability and Statistics · 50
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Complexities of convex combinations and bounding the generalization error in classification
2005 · Vladimir Koltchinskii, Dmitry Panchenko · The Annals of Statistics · 49
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Free energy in the Potts spin glass
2018 · Dmitry Panchenko · The Annals of Probability · 48
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A connection between the Ghirlanda–Guerra identities and ultrametricity
2010 · Dmitry Panchenko · The Annals of Probability · 45
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Free Energy in the Generalized Sherrington–kirkpatrick Mean Field Model
2005 · DMITRY PANCHENKO · Reviews in Mathematical Physics · 42
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Log-Concavity Property of the Error Probability with Application to Local Bounds for Wireless Communications
2012 · Andrea Conti, Dmitry Panchenko, et al. · 39
On differentiability of the Parisi formula
2008 · Dmitry Panchenko · Electronic Communications in Probability · 39
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Log-Concavity Property of the Error Probability With Application to Local Bounds for Wireless Communications
2009 · Andrea Conti, Dmitry Panchenko, et al. · IEEE Transactions on Information Theory · 38
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Some Local Measures of Complexity of Convex Hulls and Generalization Bounds
2002 · Olivier Bousquet, Vladimir Koltchinskii, et al. · Lecture notes in computer science · 38
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Works count: 112
Citation count: 3,174
H-index: 28
I10-index: 53
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