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ORCIDVitaly Kuznetsov
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2020 – today
- 2020
[j3]Vitaly Kuznetsov, Mehryar Mohri:
Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary Time Series. Ann. Math. Artif. Intell. 88(4): 367-399 (2020)
2010 – 2019
- 2019
- [c16]Zelda Mariet, Vitaly Kuznetsov:
Foundations of Sequence-to-Sequence Modeling for Time Series. AISTATS 2019: 408-417 - [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 - [i7]Vitaly Kuznetsov, Mehryar Mohri:
Theory and Algorithms for Forecasting Time Series. CoRR abs/1803.05814 (2018) - [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) - [i5]Vitaly Kuznetsov, Zelda Mariet:
Foundations of Sequence-to-Sequence Modeling for Time Series. CoRR abs/1805.03714 (2018) - 2017
- [j2]Vitaly Kuznetsov, Mehryar Mohri:
Generalization bounds for non-stationary mixing processes. Mach. Learn. 106(1): 93-117 (2017) - [c13]Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang:
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML 2017: 874-883 - [c12]Vitaly Kuznetsov, Mehryar Mohri:
Discriminative State Space Models. NIPS 2017: 5671-5679 - [e1]Oren Anava, Azadeh Khaleghi, Marco Cuturi, Vitaly Kuznetsov, Alexander Rakhlin:
Proceedings of the NIPS 2016 Time Series Workshop, co-located with the 30th Annual Conference on Neural Information Processing Systems (NIPS 2016), Barcelona, Spain, December 9, 2016. JMLR Workshop and Conference Proceedings 55, JMLR.org 2017 [contents] - 2016
- [c11]Vitaly Kuznetsov, Mehryar Mohri:
Time series prediction and online learning. COLT 2016: 1190-1213 - [c10]Vitaly Kuznetsov, Hank Liao, Mehryar Mohri, Michael Riley, Brian Roark:
Learning N-Gram Language Models from Uncertain Data. INTERSPEECH 2016: 2323-2327 - [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 - [c5]Vitaly Kuznetsov, Mehryar Mohri:
Learning Theory and Algorithms for Forecasting Non-stationary Time Series. NIPS 2015: 541-549 - [i2]Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri:
Voted Kernel Regularization. CoRR abs/1509.04340 (2015) - 2014
- [j1]Abraham Isgur, Vitaly Kuznetsov, Mustazee Rahman
, Stephen M. Tanny:
Nested Recursions, Simultaneous Parameters and Tree Superpositions. Electron. J. Comb. 21(1): 1 (2014) - [c4]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Learning Ensembles of Structured Prediction Rules. ACL (1) 2014: 1-12 - [c3]Vitaly Kuznetsov, Mehryar Mohri:
Generalization Bounds for Time Series Prediction with Non-stationary Processes. ALT 2014: 260-274 - [c2]Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri:
Ensemble Methods for Structured Prediction. ICML 2014: 1134-1142 - [c1]Vitaly Kuznetsov, Mehryar Mohri, Umar Syed:
Multi-Class Deep Boosting. NIPS 2014: 2501-2509 - 2013
- [i1]Abraham Isgur, Vitaly Kuznetsov, Mustazee Rahman, Stephen M. Tanny:
Nested Recursions, Simultaneous Parameters and Tree Superpositions. CoRR abs/1301.5055 (2013)
Coauthor Index
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