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ORCIDDmitry Panchenko
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Journal Articles
- 2018
[j4]Dmitry Panchenko:
On the K-sat model with large number of clauses. Random Struct. Algorithms 52(3): 536-542 (2018)- 2009
- [j3]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): 2766-2775 (2009) - 2004
- [j2]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): 65-74 (2004) - 2000
- [j1]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): 2383-2388 (2000)
Conference and Workshop Papers
- 2005
- [c5]Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko:
Permutation Tests for Classification. COLT 2005: 501-515 - 2003
- [c4]Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova:
Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering. COLT 2003: 492-505 - 2002
- [c3]Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko:
Some Local Measures of Complexity of Convex Hulls and Generalization Bounds. COLT 2002: 59-73 - 2001
- [c2]Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano:
Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights. COLT/EuroCOLT 2001: 241-255 - 2000
- [c1]Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano:
Some New Bounds on the Generalization Error of Combined Classifiers. NIPS 2000: 245-251
Informal and Other Publications
- 2021
- [i4]Jean Barbier, Wei-Kuo Chen, Dmitry Panchenko, Manuel Sáenz:
Performance of Bayesian linear regression in a model with mismatch. CoRR abs/2107.06936 (2021) - 2020
- [i3]Jean Barbier, Dmitry Panchenko:
Strong replica symmetry in high-dimensional optimal Bayesian inference. CoRR abs/2005.03115 (2020) - [i2]Jean Barbier, Dmitry Panchenko, Manuel Sáenz:
Strong replica symmetry for high-dimensional disordered log-concave Gibbs measures. CoRR abs/2009.12939 (2020) - 2007
- [i1]Andrea Conti, Dmitry Panchenko, Sergiy Sidenko, Velio Tralli:
Local Bounds based on Log-Concavity Property of the Error Probability in Wireless Communication Systems. CoRR abs/0710.1383 (2007)
Coauthor Index
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