Search Results for author: Ivan Sukharev

Found 3 papers, 1 papers with code

SeqNAS: Neural Architecture Search for Event Sequence Classification

1 code implementation6 Jan 2024 Igor Udovichenko, Egor Shvetsov, Denis Divitsky, Dmitry Osin, Ilya Trofimov, Anatoly Glushenko, Ivan Sukharev, Dmitry Berestenev, Evgeny Burnaev

As a result of our work we demonstrate that our method surpasses state of the art NAS methods and popular architectures suitable for sequence classification and holds great potential for various industrial applications.

Bayesian Optimization Classification +4

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

no code implementations30 Sep 2020 Ivan Sukharev, Valentina Shumovskaia, Kirill Fedyanin, Maxim Panov, Dmitry Berestnev

In this paper, we discuss how modern deep learning approaches can be applied to the credit scoring of bank clients.

Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data

no code implementations23 Jan 2020 Valentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov

Financial institutions obtain enormous amounts of data about user transactions and money transfers, which can be considered as a large graph dynamically changing in time.

Link Prediction Time Series +1

Cannot find the paper you are looking for? You can Submit a new open access paper.