Dmitry Panchenko

Publication Activity (10 Years)

Years Active: 2000-2021
Publications (10 Years): 4

Top Topics

High Dimensional Problems

Linear Regression

Bayesian Inference

Hyperparameters

Top Venues

Random Struct. Algorithms

Publications

Jean Barbier, Wei-Kuo Chen, Dmitry Panchenko, Manuel Sáenz
Performance of Bayesian linear regression in a model with mismatch. CoRR (2021)
Jean Barbier, Dmitry Panchenko, Manuel Sáenz
Strong replica symmetry for high-dimensional disordered log-concave Gibbs measures. CoRR (2020)
Jean Barbier, Dmitry Panchenko
Strong replica symmetry in high-dimensional optimal Bayesian inference. CoRR (2020)
Dmitry Panchenko
On the K-sat model with large number of clauses. Random Struct. Algorithms 52 (3) (2018)
Andrea Conti, Dmitry Panchenko, Sergiy Sidenko, Velio Tralli
Log-concavity property of the error probability with application to local bounds for wireless communications. IEEE Trans. Inf. Theory 55 (6) (2009)
Andrea Conti, Dmitry Panchenko, Sergiy Sidenko, Velio Tralli
Local Bounds based on Log-Concavity Property of the Error Probability in Wireless Communication Systems CoRR (2007)
Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko
Permutation Tests for Classification. COLT (2005)
Dmitry Panchenko
Deviation inequality for monotonic Boolean functions with application to the number of k-cycles in a random graph. Random Struct. Algorithms 24 (1) (2004)
Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova
Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering. COLT (2003)
Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Dmitry Panchenko
Improved sample complexity estimates for statistical learning control of uncertain systems. IEEE Trans. Autom. Control. 45 (12) (2000)