Vitaly Kuznetsov

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 21

Top Topics

Structured Prediction

Generalization Bounds

Learning Theory

Top Venues

Publications

Vitaly Kuznetsov, Mehryar Mohri
Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary Time Series. Ann. Math. Artif. Intell. 88 (4) (2020)
Zelda Mariet, Vitaly Kuznetsov
Foundations of Sequence-to-Sequence Modeling for Time Series. AISTATS (2019)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth
Online Non-Additive Path Learning under Full and Partial Information. ALT (2019)
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 (2019)
Vitaly Kuznetsov, Zelda Mariet
Foundations of Sequence-to-Sequence Modeling for Time Series. CoRR (2018)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses. NeurIPS (2018)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth
Online Non-Additive Path Learning under Full and Partial Information. CoRR (2018)
Vitaly Kuznetsov, Mehryar Mohri
Theory and Algorithms for Forecasting Time Series. CoRR (2018)
Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. ICML (2017)
Vitaly Kuznetsov, Mehryar Mohri
Discriminative State Space Models. NIPS (2017)
Vitaly Kuznetsov, Mehryar Mohri
Generalization bounds for non-stationary mixing processes. Mach. Learn. 106 (1) (2017)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
Structured Prediction Theory Based on Factor Graph Complexity. NIPS (2016)
Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang
AdaNet: Adaptive Structural Learning of Artificial Neural Networks. CoRR (2016)
Vitaly Kuznetsov, Hank Liao, Mehryar Mohri, Michael Riley, Brian Roark
Learning N-Gram Language Models from Uncertain Data. INTERSPEECH (2016)
Vitaly Kuznetsov, Mehryar Mohri
Time series prediction and online learning. COLT (2016)
Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang
Structured Prediction Theory and Voted Risk Minimization. CoRR (2016)
Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri
Voted Kernel Regularization. CoRR (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth
On-Line Learning Algorithms for Path Experts with Non-Additive Losses. COLT (2015)
Vitaly Kuznetsov, Mehryar Mohri
Learning Theory and Algorithms for Forecasting Non-stationary Time Series. NIPS (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed
Structural Maxent Models. ICML (2015)
Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri
Kernel Extraction via Voted Risk Minimization. FE@NIPS (2015)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri
Learning Ensembles of Structured Prediction Rules. ACL (1) (2014)
Abraham Isgur, Vitaly Kuznetsov, Mustazee Rahman, Stephen M. Tanny
Nested Recursions, Simultaneous Parameters and Tree Superpositions. Electron. J. Comb. 21 (1) (2014)
Vitaly Kuznetsov, Mehryar Mohri, Umar Syed
Multi-Class Deep Boosting. NIPS (2014)
Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri
Ensemble Methods for Structured Prediction. ICML (2014)
Vitaly Kuznetsov, Mehryar Mohri
Generalization Bounds for Time Series Prediction with Non-stationary Processes. ALT (2014)
Abraham Isgur, Vitaly Kuznetsov, Mustazee Rahman, Stephen M. Tanny
Nested Recursions, Simultaneous Parameters and Tree Superpositions CoRR (2013)