Concepedia

Vitaly Kuznetsov

VK

13

Publications

446

Citations

13

H-Index

2014

Active since

Affiliations

Google (United States)(Current)

Courant Institute of Mathematical Sciences

Massachusetts Institute of Technology

Shandong University of Political Science and Law

University of Applied Sciences and Arts of Southern Switzerland

Vitaly Kuznetsov is an author at Google (United States) specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePredictive AnalyticsForecastingKnowledge DiscoveryStatisticsData MiningDeep Learning

Publications per year

2014–2020

13

Publications

13

AdaNet: Adaptive Structural Learning of Artificial Neural Networks

Corinna Cortes, Xavi Gonzalvo, Vitaly Kuznetsov et al. · arXiv (Cornell University) · 2016 · 107 citations · Full text

Artificial Intelligence, Structured Prediction, Incremental Learning +13

Multi-Class Deep Boosting

Vitaly Kuznetsov, Mehryar Mohri, Umar Syed · 2014 · 65 citations

Generalization bounds for non-stationary mixing processes

Vitaly Kuznetsov, Mehryar Mohri · Machine Learning · 2016 · 54 citations · Full text

Engineering, Entropy, Non-stationary Mixing Processes +3

Learning theory and algorithms for forecasting non-stationary time series

Vitaly Kuznetsov, Mehryar Mohri · 2015 · 45 citations

Structured Prediction Theory Based on Factor Graph Complexity

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri et al. · Neural Information Processing Systems · 2016 · 27 citations

Structured Prediction, Engineering, Machine Learning +17

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