Evgenya Romanenkova

According to our database, Evgenya Romanenkova authored at least 12 papers between 2018 and 2025.

Collaborative distances:

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

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

COTODE: COntinuous Trajectory neural Ordinary Differential Equations for modelling event sequences.

Ilya Kuleshov, Galina Boeva, Vladislav Zhuzhel, Evgenia Romanenkova, Evgeni Vorsin, Alexey Zaytsev

CoRR, 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

Normalizing Self-Supervised Learning for Provably Reliable Change Point Detection.

Alexandra Bazarova, Evgenia Romanenkova, Alexey Zaytsev

Proceedings of the IEEE International Conference on Data Mining, 2024

2022

Usage of specific attention improves change point detection.

Anna Dmitrienko, Evgenia Romanenkova, Alexey Zaytsev

CoRR, 2022

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

Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev

CoRR, 2022

Similarity learning for wells based on logging data.

Evgenia Romanenkova, Alina Rogulina, Anuar Shakirov, Nikolay Stulov, Alexey Zaytsev, Leyla S. Ismailova, Dmitry Kovalev, Klemens Katterbauer, Abdallah A. AlShehri

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

2021

Principled change point detection via representation learning.

Evgenia Romanenkova, Alexey Zaytsev, Ramil Zainulin, Matvey Morozov

CoRR, 2021

2020

Real-Time Data-Driven Detection of the Rock-Type Alteration During a Directional Drilling.

Evgenya Romanenkova, Alexey Zaytsev, Nikita Klyuchnikov, Arseniy Gruzdev, Ksenia Antipova, Leyla S. Ismailova, Evgeny Burnaev, Artyom Semenikhin, Vitaliy Koryabkin, Igor Simon, Dmitry A. Koroteev

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Failures detection at directional drilling using real-time analogues search.

Ekaterina Gurina, Nikita Klyuchnikov, Alexey Zaytsev, Evgenya Romanenkova, Ksenia Antipova, Igor Simon, Victor Makarov, Dmitry A. Koroteev

CoRR, 2019

2018

Interpolation error of Gaussian process regression for misspecified case.

Alexey Zaytsev, Evgenya Romanenkova, Dmitry Ermilov

Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, 2018