Concepedia

Dmitry Panchenko

DP

28

Publications

1.4K

Citations

18

H-Index

2000

Active since

Affiliations

Texas A&M University(Current)

Mitchell Institute

University of Toronto

Massachusetts Institute of Technology

University of Minnesota

Dmitry Panchenko is an author at Texas A&M University specializing in engineering, physics, and statistics.

Top concepts

EngineeringPhysicsStatisticsCondensed Matter PhysicsEntropyProbabilityComputer ScienceStatistical InferenceSpintronicsSpin Systems

Publications per year

2000–2022

28

Publications

28

Empirical Margin Distributions and Bounding the Generalization Error of Combined Classifiers

Vladimir Koltchinskii, Dmitry Panchenko · The Annals of Statistics · 2002 · 469 citations · Full text

Engineering, Machine Learning, Generalization Error +19

Bounds for diluted mean-fields spin glass models

Dmitry Panchenko, Michel Talagrand · Probability Theory and Related Fields · 2004 · 122 citations · Full text

Condensed Matter Physics, Physics, Statistical Field Theory

Improved sample complexity estimates for statistical learning control of uncertain systems

Vladimir Koltchinskii, Chaouki T. Abdallah, M. Ariola et al. · IEEE Transactions on Automatic Control · 2000 · 73 citations

Engineering, Machine Learning, Robust Control +17

Spin glass models from the point of view of spin distributions

Dmitry Panchenko · The Annals of Probability · 2013 · 69 citations · Full text

Free Energy, Invariance Properties, Engineering +17

On the overlap in the multiple spherical SK models

Dmitry Panchenko, Michel Talagrand · The Annals of Probability · 2007 · 59 citations · Full text

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