Dmitry Panchenko

According to our database, Dmitry Panchenko authored at least 13 papers between 2000 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Performance of Bayesian linear regression in a model with mismatch.

Jean Barbier, Wei-Kuo Chen, Dmitry Panchenko, Manuel Sáenz

CoRR, 2021

2020

Strong replica symmetry for high-dimensional disordered log-concave Gibbs measures.

Jean Barbier, Dmitry Panchenko, Manuel Sáenz

CoRR, 2020

Strong replica symmetry in high-dimensional optimal Bayesian inference.

Jean Barbier, Dmitry Panchenko

CoRR, 2020

2018

On the K-sat model with large number of clauses.

Dmitry Panchenko

Random Struct. Algorithms, 2018

2009

Log-concavity property of the error probability with application to local bounds for wireless communications.

Andrea Conti, Dmitry Panchenko, Sergiy Sidenko, Velio Tralli

IEEE Trans. Inf. Theory, 2009

2007

Local Bounds based on Log-Concavity Property of the Error Probability in Wireless Communication Systems

Andrea Conti, Dmitry Panchenko, Sergiy Sidenko, Velio Tralli

CoRR, 2007

2005

Permutation Tests for Classification.

Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko

Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005

2004

Deviation inequality for monotonic Boolean functions with application to the number of k-cycles in a random graph.

Dmitry Panchenko

Random Struct. Algorithms, 2004

2003

Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering.

Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

2002

Some Local Measures of Complexity of Convex Hulls and Generalization Bounds.

Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko

Proceedings of the Computational Learning Theory, 2002

2001

Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Computational Learning Theory, 2001

2000

Improved sample complexity estimates for statistical learning control of uncertain systems.

Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Dmitry Panchenko

IEEE Trans. Autom. Control., 2000

Some New Bounds on the Generalization Error of Combined Classifiers.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Advances in Neural Information Processing Systems 13, 2000