Vitaly Kuznetsov

发表

Computerized testing as efficient form of objective knowledge monitoring in studying of technical subjects

Vitaly Kuznetsov, Galina Polekhina, Yulia Shaposhnikova, 2019, Stroitel stvo nauka i obrazovanie [Construction Science and Education].

Learning Ensembles of Structured Prediction Rules

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014, ACL.

Learning N-Gram Language Models from Uncertain Data

Brian Roark, Hank Liao, Mehryar Mohri, 2016, INTERSPEECH.

Ensemble Methods for Structured Prediction

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014, ICML.

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

Ghassen Jerfel, Ben Adlam, Mehryar Mohri, 2019, ArXiv.

Time series prediction and online learning

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2016, COLT.

Multi-Armed Bandits with Non-Stationary Rewards pdf

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2017, ArXiv.

Generalization Bounds for Time Series Prediction with Non-stationary Processes

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2014, ALT.

Non-Additive Path Learning under Full and Partial Information pdf

Mehryar Mohri, Manfred K. Warmuth, Corinna Cortes, 2018 .

Structured Prediction Theory Based on Factor Graph Complexity

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2016, NIPS.

Voted Kernel Regularization pdf

Mehryar Mohri, Prasoon Goyal, Corinna Cortes, 2015, ArXiv.

Nested Recursions, Simultaneous Parameters and Tree Superpositions pdf

Vitaly Kuznetsov, Abraham Isgur, Stephen M. Tanny, 2014, Electron. J. Comb..

Discrepancy-Based Algorithms for Non-Stationary Rested Bandits

Mehryar Mohri, Corinna Cortes, Giulia DeSalvo, 2017, 1710.10657.

On-line Learning Approach to Ensemble Methods for Structured Prediction

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2014 .

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

Vitaly Kuznetsov, Zelda Mariet, Vitaly Kuznetsov, 2018, AISTATS.

Discriminative State Space Models

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2017, NIPS.

Kernel Extraction via Voted Risk Minimization

Mehryar Mohri, Prasoon Goyal, Corinna Cortes, 2015, FE@NIPS.

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

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2018, NeurIPS.

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

Mehryar Mohri, Manfred K. Warmuth, Corinna Cortes, 2015, COLT.

Multi-Class Deep Boosting

Mehryar Mohri, Umar Syed, Vitaly Kuznetsov, 2014, NIPS.

Learning Theory and Algorithms for Forecasting Non-stationary Time Series

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2015, NIPS.

Theory and Algorithms for Forecasting Time Series pdf

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2018, ArXiv.

Generalization bounds for non-stationary mixing processes

Mehryar Mohri, Vitaly Kuznetsov, M. Mohri, 2016, Machine Learning.

A method of quadrature digital modulation APSK — PAM

Vitaly Kuznetsov, Alexey Malyshev, Alexey Solodkov, 2016, 2016 International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT).

AdaNet: Adaptive Structural Learning of Artificial Neural Networks pdf

Mehryar Mohri, Corinna Cortes, Vitaly Kuznetsov, 2016, ICML.

Theory and Algorithms for Forecasting Non-Stationary Time Series

Vitaly Kuznetsov, 2016 .

Structural Maxent Models

Mehryar Mohri, Corinna Cortes, Umar Syed, 2015, ICML.