Alexander Stepikin

According to our database, Alexander Stepikin authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

Learning transactions representations for information management in banks: Mastering local, global, and external knowledge.

Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Aleksandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev

Int. J. Inf. Manag. Data Insights, 2025

2024

Universal representations for financial transactional data: embracing local, global, and external contexts.

Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Alexandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev

CoRR, 2024

2023

Continuous-time convolutions model of event sequences.

Vladislav Zhuzhel, Vsevolod Grabar, Galina Boeva, Artem Zabolotnyi, Alexander Stepikin, Vladimir Zholobov, Maria Ivanova, Mikhail Orlov, Ivan Kireev, Evgeny Burnaev, Rodrigo Rivera-Castro, Alexey Zaytsev

CoRR, 2023

2022

Deep learning model solves change point detection for multiple change types.

Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev

CoRR, 2022

InDiD: Instant Disorder Detection via a Principled Neural Network.

Evgenia Romanenkova, Alexander Stepikin, Matvey Morozov, Alexey Zaytsev

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022