Vitaly Kuznetsov

According to our database, Vitaly Kuznetsov authored at least 23 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Discrepancy-Based Theory and Algorithms for Forecasting Non-Stationary Time Series.

Vitaly Kuznetsov, Mehryar Mohri

Ann. Math. Artif. Intell., 2020

2019

AdaNet: A Scalable and Flexible Framework for Automatically Learning Ensembles.

Charles Weill, Javier Gonzalvo, Vitaly Kuznetsov, Scott Yang, Scott Yak, Hanna Mazzawi, Eugen Hotaj, Ghassen Jerfel, Vladimir Macko, Ben Adlam, Mehryar Mohri, Corinna Cortes

CoRR, 2019

Online Non-Additive Path Learning under Full and Partial Information.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Holakou Rahmanian, Manfred K. Warmuth

Proceedings of the Algorithmic Learning Theory, 2019

Foundations of Sequence-to-Sequence Modeling for Time Series.

Zelda Mariet, Vitaly Kuznetsov

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Theory and Algorithms for Forecasting Time Series.

Vitaly Kuznetsov, Mehryar Mohri

CoRR, 2018

Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Dmitry Storcheus, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Generalization bounds for non-stationary mixing processes.

Vitaly Kuznetsov, Mehryar Mohri

Mach. Learn., 2017

Discriminative State Space Models.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

AdaNet: Adaptive Structural Learning of Artificial Neural Networks.

Corinna Cortes, Xavier Gonzalvo, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Structured Prediction Theory and Voted Risk Minimization.

Corinna Cortes, Mehryar Mohri, Vitaly Kuznetsov, Scott Yang

CoRR, 2016

Structured Prediction Theory Based on Factor Graph Complexity.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Scott Yang

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning N-Gram Language Models from Uncertain Data.

Vitaly Kuznetsov, Hank Liao, Mehryar Mohri, Michael Riley, Brian Roark

Proceedings of the Interspeech 2016, 2016

Time series prediction and online learning.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 29th Conference on Learning Theory, 2016

2015

Voted Kernel Regularization.

Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri

CoRR, 2015

Learning Theory and Algorithms for Forecasting Non-stationary Time Series.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Kernel Extraction via Voted Risk Minimization.

Corinna Cortes, Prasoon Goyal, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Structural Maxent Models.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

Proceedings of the 32nd International Conference on Machine Learning, 2015

On-Line Learning Algorithms for Path Experts with Non-Additive Losses.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Manfred K. Warmuth

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Nested Recursions, Simultaneous Parameters and Tree Superpositions.

Abraham Isgur, Vitaly Kuznetsov, Mustazee Rahman, Stephen M. Tanny

Electron. J. Comb., 2014

Multi-Class Deep Boosting.

Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Ensemble Methods for Structured Prediction.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 31th International Conference on Machine Learning, 2014

Generalization Bounds for Time Series Prediction with Non-stationary Processes.

Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the Algorithmic Learning Theory - 25th International Conference, 2014

Learning Ensembles of Structured Prediction Rules.

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri

Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014