Konstantin V. Vorontsov

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Topics

Text Collections

Exploratory Search

Top Venues

Autom. Remote. Control.

Publications

Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov
Determination of the Number of Topics Intrinsically: Is It Possible? CoRR (2024)
Olga Rink, Viktor Lobachev, Konstantin V. Vorontsov
Detecting Human Values and Sentiments in Large Text Collections with a Context-Dependent Information Markup: A Methodology and Math. HCI (20) (2024)
Anna Sytnik, Polina Chernikova, Konstantin V. Vorontsov, Mariia Bazlutckaia
Digital Publics and the Ukraine Dilemma: Topic Modelling of the Cumulative Twitter Discussion. HCI (22) (2024)
Alexey Grishanov, Anastasia Ianina, Konstantin V. Vorontsov
Multiobjective Evaluation of Reinforcement Learning Based Recommender Systems. RecSys (2022)
K. Ya. Khrylchenko, Konstantin V. Vorontsov
Optimizing Modality Weights in Topic Models of Transactional Data. Autom. Remote. Control. 83 (12) (2022)
Konstantin V. Vorontsov, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Vadim V. Strijov, Yulia V. Chekhovich, Yuri V. Chekhovich
Foreword of the Program Committee of the Conference "Mathematical Pattern Recognition Methods". Autom. Remote. Control. 83 (10) (2022)
N. A. Skachkov, Konstantin V. Vorontsov
Improving the Quality of Machine Translation Using the Reverse Model. Autom. Remote. Control. 83 (12) (2022)
Vasiliy Alekseev, Evgeny S. Egorov, Konstantin V. Vorontsov, Alexey Goncharov, Kaidar Nurumov, Timur Buldybayev
TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation. Data Knowl. Eng. 135 (2021)
Konstantin V. Vorontsov, Yuriy I. Zhuravlev, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Konstantin V. Rudakov, Vadim V. Strizhov, Yulia V. Chekhovich, Yuri V. Chekhovich
Opening Remarks by the Program Committee of the Conference "Intelligent Data Processing. Theory and Applications" (IDP-2020). Autom. Remote. Control. 82 (10) (2021)
Sh. Kh. Ishkina, Konstantin V. Vorontsov
Sharpness Estimation of Combinatorial Generalization Ability Bounds for Threshold Decision Rules. Autom. Remote. Control. 82 (5) (2021)
Anastasia Ianina, Konstantin V. Vorontsov
Hierarchical Interpretable Topical Embeddings for Exploratory Search and Real-Time Document Tracking. Int. J. Embed. Real Time Commun. Syst. 11 (4) (2020)
Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov, Darya Polyudova, Eugenia Veselova, Alexey Goncharov, Evgeniy S. Egorov
TopicNet: Making Additive Regularisation for Topic Modelling Accessible. LREC (2020)
Murat Apishev, Konstantin V. Vorontsov
Learning Topic Models with Arbitrary Loss. FRUCT (2020)
Eugenia Veselova, Konstantin V. Vorontsov
Topic Balancing with Additive Regularization of Topic Models. ACL (student) (2020)
Maksim Eremeev, Konstantin V. Vorontsov
Lexical Quantile-Based Text Complexity Measure. RANLP (2019)
Anastasia Ianina, Konstantin V. Vorontsov
Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search. FRUCT (2019)
Anna Potapenko, Artem Popov, Konstantin V. Vorontsov
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks. CoRR (2017)
Denis Kochedykov, Murat Apishev, Lev Golitsyn, Konstantin V. Vorontsov
Fast and modular regularized topic modelling. FRUCT (2017)
Murat Apishev, Sergei Koltcov, Olessia Koltsova, Sergey I. Nikolenko, Konstantin V. Vorontsov
Mining Ethnic Content Online with Additively Regularized Topic Models. Computación y Sistemas 20 (3) (2016)
Murat Apishev, Sergei Koltcov, Olessia Koltsova, Sergey I. Nikolenko, Konstantin V. Vorontsov
Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts. MICAI (1) (2016)
Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Dudarenko
BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections. AIST (2015)
Konstantin V. Vorontsov, Anna Potapenko, Alexander Plavin
Additive Regularization of Topic Models for Topic Selection and Sparse Factorization. SLDS (2015)
Konstantin V. Vorontsov, Anna Potapenko
Additive regularization of topic models. Mach. Learn. 101 (1-3) (2015)
Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Suvorova, Anastasia Yanina
Non-Bayesian Additive Regularization for Multimodal Topic Modeling of Large Collections. TM@CIKM (2015)
Konstantin V. Vorontsov, Anna Potapenko
Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization. AIST (2014)
Anna Potapenko, Konstantin V. Vorontsov
Robust PLSA Performs Better Than LDA. ECIR (2013)
Konstantin V. Vorontsov, Andrey Ivahnenko
Tight Combinatorial Generalization Bounds for Threshold Conjunction Rules. PReMI (2011)
Nikita Spirin, Konstantin V. Vorontsov
Learning to Rank with Nonlinear Monotonic Ensemble. MCS (2011)
Daniel Kanevskiy, Konstantin V. Vorontsov
Cooperative Coevolutionary Ensemble Learning. MCS (2007)