Evgenia Romanenkova

12 papers A* 3Journal 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning transactions representations for information management in banks: Mastering local, global, and external knowledge.
Int. J. Inf. Manag. Data Insights
Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Aleksandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev
2025 A* conf
WWAggr: A Window Wasserstein-Based Aggregation for Ensemble Change Point Detection.
ICDM
Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
2025 J jnl
WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection.
CoRR
Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
2024 J jnl
COTODE: COntinuous Trajectory neural Ordinary Differential Equations for modelling event sequences.
CoRR
Ilya Kuleshov, Galina Boeva, Vladislav Zhuzhel, Evgenia Romanenkova, Evgeni Vorsin, Alexey Zaytsev
2024 A* conf
Normalizing Self-Supervised Learning for Provably Reliable Change Point Detection.
ICDM
Alexandra Bazarova, Evgenia Romanenkova, Alexey Zaytsev
2024 J jnl
Normalizing self-supervised learning for provably reliable Change Point Detection.
CoRR
Alexandra Bazarova, Evgenia Romanenkova, Alexey Zaytsev
2024 J jnl
Universal representations for financial transactional data: embracing local, global, and external contexts.
CoRR
Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov, Evgenia Romanenkova, Alexander Stepikin, Alexandr Yugay, Dzhambulat Mollaev, Ivan Kireev, Andrey V. Savchenko, Alexey Zaytsev
2022 J jnl
Deep learning model solves change point detection for multiple change types.
CoRR
Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev
2022 A* conf
InDiD: Instant Disorder Detection via a Principled Neural Network.
ACM Multimedia
Evgenia Romanenkova, Alexander Stepikin, Matvey Morozov, Alexey Zaytsev
2022 J jnl
Similarity learning for wells based on logging data.
CoRR
Evgenia Romanenkova, Alina Rogulina, Anuar Shakirov, Nikolay Stulov, Alexey Zaytsev, Leyla S. Ismailova, Dmitry Kovalev, Klemens Katterbauer, Abdallah A. AlShehri
2022 J jnl
Usage of specific attention improves change point detection.
CoRR
Anna Dmitrienko, Evgenia Romanenkova, Alexey Zaytsev
2021 J jnl
Principled change point detection via representation learning.
CoRR
Evgenia Romanenkova, Alexey Zaytsev, Ramil Zainulin, Matvey Morozov