ER
Evgenia Romanenkova
cs.LGcs.AIstat.MLmath.STstat.TH
On Valency
published · living versionsW_rcwy5fkk·v1 · currentpublished
The Information Limits of Neural Controlled Differential Equations Under Sparse Observations
with Rostislav Gusev, Alexey Zaytsev
1 version
Preprints & journals
11 papers in the corpus · 2018–2025WWAggr: A Window Wasserstein-based Aggregation for Ensemble Change Point Detection2506.08066v2 · Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev2025 · 0 citationsarXiv
Normalizing self-supervised learning for provably reliable Change Point Detection2410.13637v2 · Alexandra Bazarova, Evgenia Romanenkova, Alexey Zaytsev2024 · 3 citationsarXiv
DeNOTS: Stable Deep Neural ODEs for Time Series2408.08055v5 · Ilya Kuleshov, Evgenia Romanenkova, Vladislav Zhuzhel et al.2024 · 0 citationsarXiv
Learning Transactions Representations for Information Management in Banks: Mastering Local, Global, and External Knowledge2404.02047v3 · Alexandra Bazarova, Maria Kovaleva, Ilya Kuleshov et al.2024 · 8 citationsarXiv
Usage of specific attention improves change point detection2204.08175v1 · Anna Dmitrienko, Evgenia Romanenkova, Alexey Zaytsev2022 · 0 citationsarXiv
Deep learning model solves change point detection for multiple change types2204.07403v1 · Alexander Stepikin, Evgenia Romanenkova, Alexey Zaytsev2022 · 0 citationsarXiv
Similarity learning for wells based on logging data2202.05583v1 · Evgenia Romanenkova, Alina Rogulina, Anuar Shakirov et al.2022 · 21 citationsarXiv
InDiD: Instant Disorder Detection via Representation Learning2106.02602v4 · Evgenia Romanenkova, Alexander Stepikin, Matvey Morozov et al.2021 · 7 citationsarXiv
Application of Machine Learning to accidents detection at directional drilling1906.02667v2 · Ekaterina Gurina, Nikita Klyuchnikov, Alexey Zaytsev et al.2019 · 75 citationsarXiv
Real-time data-driven detection of the rock type alteration during a directional drilling1903.11436v2 · Evgenya Romanenkova, Alexey Zaytsev, Nikita Klyuchnikov et al.2019 · 31 citationsarXiv
Interpolation error of misspecified Gaussian process regression1803.09479v1 · A. Zaytsev, E. Romanenkova, D. Ermilov2018 · 0 citationsarXiv
Career total: 16 works. 11 are in this corpus.
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