Dmitry Berestnev

According to our database, Dmitry Berestnev authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

SeqNAS: Neural Architecture Search for Event Sequence Classification.

Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Ivan Sukharev, Anatoliy Glushenko, Dmitry Berestnev, Evgeny Burnaev

IEEE Access, 2024

2023

Designing an attack-defense game: how to increase robustness of financial transaction models via a competition.

Alexey Zaytsev, Alex Natekin, Evgeni Vorsin, Valerii Smirnov, Georgii Smirnov, Oleg Sidorshin, Alexander Senin, Alexander Dudin, Dmitry Berestnev

CoRR, 2023

Hiding Backdoors within Event Sequence Data via Poisoning Attacks.

Elizaveta Kovtun, Alina Ermilova, Dmitry Berestnev, Alexey Zaytsev

CoRR, 2023

2021

Linking bank clients using graph neural networks powered by rich transactional data.

Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov

Int. J. Data Sci. Anal., 2021

2020

EWS-GCN: Edge Weight-Shared Graph Convolutional Network for Transactional Banking Data.

Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data: Extended Abstract.

Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov

Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020