Kuznetsov, Vitaly

14 publications

AISTATS 2019 Foundations of Sequence-to-Sequence Modeling for Time Series Zelda Mariet, Vitaly Kuznetsov

ALT 2019 Online Non-Additive Path Learning Under Full and Partial Information Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred Warmuth

NeurIPS 2018 Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang

ICML 2017 AdaNet: Adaptive Structural Learning of Artificial Neural Networks Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

NeurIPS 2017 Discriminative State Space Models Vitaly Kuznetsov, Mehryar Mohri

MLJ 2017 Generalization Bounds for Non-Stationary Mixing Processes Vitaly Kuznetsov, Mehryar Mohri

NeurIPS 2016 Structured Prediction Theory Based on Factor Graph Complexity Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

COLT 2016 Time Series Prediction and Online Learning Vitaly Kuznetsov, Mehryar Mohri

NeurIPS 2015 Learning Theory and Algorithms for Forecasting Non-Stationary Time Series Vitaly Kuznetsov, Mehryar Mohri

COLT 2015 On-Line Learning Algorithms for Path Experts with Non-Additive Losses Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth

ICML 2015 Structural Maxent Models Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

ICML 2014 Ensemble Methods for Structured Prediction Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri

ALT 2014 Generalization Bounds for Time Series Prediction with Non-Stationary Processes Vitaly Kuznetsov, Mehryar Mohri

NeurIPS 2014 Multi-Class Deep Boosting Vitaly Kuznetsov, Mehryar Mohri, Umar Syed