Dmitry Berestnev

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Transactional Data

Extended Abstract

Sequence Classification

Neural Architecture

Top Venues

Publications

Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoliy Glushenko, Ivan Sukharev, Dmitry Berestnev, Evgeny Burnaev
SeqNAS: Neural Architecture Search for Event Sequence Classification. CoRR (2024)
Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev
SeqNAS: Neural Architecture Search for Event Sequence Classification. IEEE Access 12 (2024)
Elizaveta Kovtun, Alina Ermilova, Dmitry Berestnev, Alexey Zaytsev
Hiding Backdoors within Event Sequence Data via Poisoning Attacks. CoRR (2023)
Alexey Zaytsev, Alex Natekin, Evgeni Vorsin, Valerii Smirnov, Georgii Smirnov, Oleg Sidorshin, Alexander Senin, Alexander Dudin, Dmitry Berestnev
Designing an attack-defense game: how to increase robustness of financial transaction models via a competition. CoRR (2023)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking bank clients using graph neural networks powered by rich transactional data. Int. J. Data Sci. Anal. 12 (2) (2021)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data. CoRR (2020)
Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data. ICDM (2020)
Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data: Extended Abstract. DSAA (2020)
Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev
EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data. CoRR (2020)