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Vitaly Kuznetsov
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Publications
- 2019
- [c15]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth:
Online Non-Additive Path Learning under Full and Partial Information. ALT 2019: 274-299 - [i8]Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes:
AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles. CoRR abs/1905.00080 (2019) - 2018
- [c14]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang:
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses. NeurIPS 2018: 6811-6822 - [i6]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth:
Online Non-Additive Path Learning under Full and Partial Information. CoRR abs/1804.06518 (2018) - 2017
- [c13]Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML 2017: 874-883 - 2016
- [c9]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
Structured Prediction Theory Based on Factor Graph Complexity. NIPS 2016: 2514-2522 - [i4]Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang:
Structured Prediction Theory and Voted Risk Minimization. CoRR abs/1605.06443 (2016) - [i3]Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. CoRR abs/1607.01097 (2016) - 2015
- [c8]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth:
On-Line Learning Algorithms for Path Experts with Non-Additive Losses. COLT 2015: 424-447 - [c7]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed:
Structural Maxent Models. ICML 2015: 391-399 - [c6]Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri:
Kernel Extraction via Voted Risk Minimization. FE@NIPS 2015: 72-89 - [i2]Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri:
Voted Kernel Regularization. CoRR abs/1509.04340 (2015) - 2014
- [c4]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Learning Ensembles of Structured Prediction Rules. ACL (1) 2014: 1-12 - [c2]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Ensemble Methods for Structured Prediction. ICML 2014: 1134-1142
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