Konstantin V. Vorontsov

37 papers A 2B 1Misc 8Journal 13Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Automated Detection of Human Values in Texts: ML Challenges and Performance Benchmarks.
HCI (22)
Olga Rink, Archil Maysuradze, Artem Fedorov, Roman Ischenko, Anna Korchagina, Andrey Tabachenkov, Ilya Tsybanov, Konstantin V. Vorontsov
2025 J jnl
Reinforcement Networks: novel framework for collaborative Multi-Agent Reinforcement Learning tasks.
CoRR
Maksim Kryzhanovskiy, Svetlana Glazyrina, Roman Ischenko, Konstantin V. Vorontsov
2024 — conf
Detecting Human Values and Sentiments in Large Text Collections with a Context-Dependent Information Markup: A Methodology and Math.
HCI (20)
Olga Rink, Viktor Lobachev, Konstantin V. Vorontsov
2024 J jnl
Determination of the Number of Topics Intrinsically: Is It Possible?
CoRR
Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov
2024 — conf
Digital Publics and the Ukraine Dilemma: Topic Modelling of the Cumulative Twitter Discussion.
HCI (22)
Anna Sytnik, Polina Chernikova, Konstantin V. Vorontsov, Mariia Bazlutckaia
2024 Misc conf
Iterative Improvement of an Additively Regularized Topic Model.
AIST
Alex Gorbulev, Vasiliy Alekseev, Konstantin V. Vorontsov
2024 J jnl
Iterative Improvement of an Additively Regularized Topic Model.
CoRR
Alex Gorbulev, Vasiliy Alekseev, Konstantin V. Vorontsov
2023 — conf
Determination of the Number of Topics Intrinsically: Is It Possible?
AIST (Supplement)
Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov
2022 J jnl
Foreword of the Program Committee of the Conference "Mathematical Pattern Recognition Methods".
Autom. Remote. Control.
Konstantin V. Vorontsov, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Vadim V. Strijov, Yulia V. Chekhovich, Yuri V. Chekhovich
2022 J jnl
Improving the Quality of Machine Translation Using the Reverse Model.
Autom. Remote. Control.
N. A. Skachkov, Konstantin V. Vorontsov
2022 A conf
Multiobjective Evaluation of Reinforcement Learning Based Recommender Systems.
RecSys
Alexey Grishanov, Anastasia Ianina, Konstantin V. Vorontsov
2022 J jnl
Optimizing Modality Weights in Topic Models of Transactional Data.
Autom. Remote. Control.
K. Ya. Khrylchenko, Konstantin V. Vorontsov
2021 J jnl
Opening Remarks by the Program Committee of the Conference "Intelligent Data Processing. Theory and Applications" (IDP-2020).
Autom. Remote. Control.
Konstantin V. Vorontsov, Yuriy I. Zhuravlev, Alexander A. Lazarev, Darya V. Lemtyuzhnikova, Konstantin V. Rudakov, Vadim V. Strizhov, Yulia V. Chekhovich, Yuri V. Chekhovich
2021 J jnl
Sharpness Estimation of Combinatorial Generalization Ability Bounds for Threshold Decision Rules.
Autom. Remote. Control.
Sh. Kh. Ishkina, Konstantin V. Vorontsov
2021 J jnl
TopicBank: Collection of coherent topics using multiple model training with their further use for topic model validation.
Data Knowl. Eng.
Vasiliy Alekseev, Evgeny S. Egorov, Konstantin V. Vorontsov, Alexey Goncharov, Kaidar Nurumov, Timur Buldybayev
2020 J jnl
Hierarchical Interpretable Topical Embeddings for Exploratory Search and Real-Time Document Tracking.
Int. J. Embed. Real Time Commun. Syst.
Anastasia Ianina, Konstantin V. Vorontsov
2020 Misc conf
Learning Topic Models with Arbitrary Loss.
FRUCT
Murat Apishev, Konstantin V. Vorontsov
2020 — conf
Topic Balancing with Additive Regularization of Topic Models.
ACL (student)
Eugenia Veselova, Konstantin V. Vorontsov
2020 B conf
TopicNet: Making Additive Regularisation for Topic Modelling Accessible.
LREC
Victor Bulatov, Vasiliy Alekseev, Konstantin V. Vorontsov, Darya Polyudova, Eugenia Veselova, Alexey Goncharov, Evgeniy S. Egorov
2019 — ed.
Intelligent Data Processing, 11th International Conference, IDP 2016, Barcelona, Spain, October 10-14, 2016, Revised Selected Papers.
IDP
Vadim V. Strijov, Dmitry I. Ignatov, Konstantin V. Vorontsov
2019 Misc conf
Lexical Quantile-Based Text Complexity Measure.
RANLP
Maksim Eremeev, Konstantin V. Vorontsov
2019 Misc conf
Regularized Multimodal Hierarchical Topic Model for Document-by-Document Exploratory Search.
FRUCT
Anastasia Ianina, Konstantin V. Vorontsov
2017 Misc ed.
Analysis of Images, Social Networks and Texts - 5th International Conference, AIST 2016, Yekaterinburg, Russia, April 7-9, 2016, Revised Selected Papers
AIST
Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia V. Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, Konstantin V. Vorontsov
2017 Misc conf
Fast and modular regularized topic modelling.
FRUCT
Denis Kochedykov, Murat Apishev, Lev Golitsyn, Konstantin V. Vorontsov
2017 J jnl
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks.
CoRR
Anna Potapenko, Artem Popov, Konstantin V. Vorontsov
2016 — conf
Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts.
MICAI (1)
Murat Apishev, Sergei Koltcov, Olessia Koltsova, Sergey I. Nikolenko, Konstantin V. Vorontsov
2016 J jnl
Mining Ethnic Content Online with Additively Regularized Topic Models.
Computación y Sistemas
Murat Apishev, Sergei Koltcov, Olessia Koltsova, Sergey I. Nikolenko, Konstantin V. Vorontsov
2016 — ed.
Supplementary Proceedings of the Fifth International Conference on Analysis of Images, Social Networks and Texts (AIST 2016), Yekaterinburg, Russia, April 6-8, 2016
AIST (Supplement)
Dmitry I. Ignatov, Mikhail Yu. Khachay, Valeri G. Labunets, Natalia V. Loukachevitch, Sergey I. Nikolenko, Alexander Panchenko, Andrey V. Savchenko, Konstantin V. Vorontsov
2015 — conf
Additive Regularization of Topic Models for Topic Selection and Sparse Factorization.
SLDS
Konstantin V. Vorontsov, Anna Potapenko, Alexander Plavin
2015 J jnl
Additive regularization of topic models.
Mach. Learn.
Konstantin V. Vorontsov, Anna Potapenko
2015 Misc conf
BigARTM: Open Source Library for Regularized Multimodal Topic Modeling of Large Collections.
AIST
Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Dudarenko
2015 — conf
Non-Bayesian Additive Regularization for Multimodal Topic Modeling of Large Collections.
TM@CIKM
Konstantin V. Vorontsov, Oleksandr Frei, Murat Apishev, Peter Romov, Marina Suvorova, Anastasia Yanina
2014 Misc conf
Tutorial on Probabilistic Topic Modeling: Additive Regularization for Stochastic Matrix Factorization.
AIST
Konstantin V. Vorontsov, Anna Potapenko
2013 A conf
Robust PLSA Performs Better Than LDA.
ECIR
Anna Potapenko, Konstantin V. Vorontsov
2011 — conf
Learning to Rank with Nonlinear Monotonic Ensemble.
MCS
Nikita Spirin, Konstantin V. Vorontsov
2011 — conf
Tight Combinatorial Generalization Bounds for Threshold Conjunction Rules.
PReMI
Konstantin V. Vorontsov, Andrey Ivahnenko
2007 — conf
Cooperative Coevolutionary Ensemble Learning.
MCS
Daniel Kanevskiy, Konstantin V. Vorontsov