Konstantin Vorontsov

Publications

399

Citations

H-Index

2008

Active since

Affiliations

Moscow Institute of Physics and Technology(Current)

Lomonosov Moscow State University

Dorodnitsyn Computing Centre

National Research University Higher School of Economics

Yandex (Russia)

Konstantin Vorontsov is an author at Moscow Institute of Physics and Technology specializing in engineering, natural language processing, and text mining.

ORCID

Top concepts

EngineeringText MiningNatural Language ProcessingData ScienceCorpus LinguisticsKnowledge DiscoveryInformation RetrievalComputational LinguisticsLanguageStatistics

Publications per year

2008–2021

Publications

Additive regularization of topic models

Konstantin Vorontsov, Anna Potapenko · Machine Learning · 2014 · 109 citations · Full text

Natural Language Processing, Latent Modeling, Engineering +5

Additive regularization for topic models of text collections

Konstantin Vorontsov · Doklady Mathematics · 2014 · 59 citations

Natural Language Processing, Document Clustering, Engineering +10

Non-Bayesian Additive Regularization for Multimodal Topic Modeling of Large Collections

Konstantin Vorontsov, Oleksandr Frei, Murat Apishev et al. · 2015 · 34 citations

Engineering, Additive Regularization, Multimodal Learning +19

Fast and modular regularized topic modelling

Denis Kochedykov, Murat Apishev, Lev Golitsyn et al. · 2017 · 29 citations · Full text

Combinatorial probability and the tightness of generalization bounds

Konstantin Vorontsov · Pattern Recognition and Image Analysis · 2008 · 21 citations

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