Interpolation error of Gaussian process regression for misspecified case. - Alexey Zaytsev 002; Evgenya Romanenkova; Dmitry Ermilov (COPA, 2018)

Failures detection at directional drilling using real-time analogues search. - Ekaterina Gurina; Nikita Klyuchnikov; Alexey Zaytsev 002; Evgenya Romanenkova; Ksenia Antipova; Igor Simon; Victor Makarov; Dmitry A. Koroteev (CoRR, 2019)

Real-Time Data-Driven Detection of the Rock-Type Alteration During a Directional Drilling. - Evgenya Romanenkova; Alexey Zaytsev 002; 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)

Principled change point detection via representation learning. - Evgenia Romanenkova; Alexey Zaytsev 002; Ramil Zainulin; Matvey Morozov (CoRR, 2021)

InDiD: Instant Disorder Detection via a Principled Neural Network. - Evgenia Romanenkova; Alexander Stepikin; Matvey Morozov; Alexey Zaytsev 002 (ACM Multimedia, 2022)

Similarity learning for wells based on logging data. - Evgenia Romanenkova; Alina Rogulina; Anuar Shakirov; Nikolay Stulov; Alexey Zaytsev 002; Leyla S. Ismailova; Dmitry Kovalev; Klemens Katterbauer; Abdallah A. AlShehri (CoRR, 2022)

Deep learning model solves change point detection for multiple change types. - Alexander Stepikin; Evgenia Romanenkova; Alexey Zaytsev 002 (CoRR, 2022)

Usage of specific attention improves change point detection. - Anna Dmitrienko; Evgenia Romanenkova; Alexey Zaytsev 002 (CoRR, 2022)

Normalizing Self-Supervised Learning for Provably Reliable Change Point Detection. - Alexandra Bazarova; Evgenia Romanenkova; Alexey Zaytsev 002 (ICDM, 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 002 (CoRR, 2024)

COTODE: COntinuous Trajectory neural Ordinary Differential Equations for modelling event sequences. - Ilya Kuleshov; Galina Boeva; Vladislav Zhuzhel; Evgenia Romanenkova; Evgeni Vorsin; Alexey Zaytsev 002 (CoRR, 2024)

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 002 (Int. J. Inf. Manag. Data Insights, 2025)

WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection. - Alexander Stepikin; Evgenia Romanenkova; Alexey Zaytsev 002 (CoRR, 2025)