Dmitry Panchenko

According to our database1, Dmitry Panchenko authored at least 13 papers between 2000 and 2021.

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Bibliography

2021
Performance of Bayesian linear regression in a model with mismatch.
CoRR, 2021

2020
Strong replica symmetry for high-dimensional disordered log-concave Gibbs measures.
CoRR, 2020

Strong replica symmetry in high-dimensional optimal Bayesian inference.
CoRR, 2020

2018
On the K-sat model with large number of clauses.
Random Struct. Algorithms, 2018

2009
Log-concavity property of the error probability with application to local bounds for wireless communications.
IEEE Trans. Inf. Theory, 2009

2007
Local Bounds based on Log-Concavity Property of the Error Probability in Wireless Communication Systems
CoRR, 2007

2005
Permutation Tests for Classification.
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.
Random Struct. Algorithms, 2004

2003
Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering.
Proceedings of the Computational Learning Theory and Kernel Machines, 2003

2002
Some Local Measures of Complexity of Convex Hulls and Generalization Bounds.
Proceedings of the Computational Learning Theory, 2002

2001
Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.
Proceedings of the Computational Learning Theory, 2001

2000
Improved sample complexity estimates for statistical learning control of uncertain systems.
IEEE Trans. Autom. Control., 2000

Some New Bounds on the Generalization Error of Combined Classifiers.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000


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