Cross-Entropy Method for Design and Optimization of Pixelated Metasurfaces. - Maria Kovaleva; David W. Bulger; Karu Priyathama Esselle (IEEE Access, 2020)

Designing an Attack-Defense Game: How to Increase the Robustness of Financial Transaction Models Via a Competition. - Alexey Zaytsev 001; Maria Kovaleva; Alex Natekin; Evgeni Vorsin; Valerii Smirnov; Georgii Smirnov; Oleg Sidorshin; Alexander Senin; Alexander Dudin; Dmitry Berestnev (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)

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)

Looking around you: external information enhances representations for event sequences. - Maria Kovaleva; Petr Sokerin; Sofia Krehova; Alexey Zaytsev 001 (CoRR, 2025)

VIVAT: Virtuous Improving VAE Training through Artifact Mitigation. - Lev Novitskiy; Viacheslav Vasilev; Maria Kovaleva; Vladimir Arkhipkin; Denis Dimitrov (CoRR, 2025)

∇NABLA: Neighborhood Adaptive Block-Level Attention. - Dmitrii Mikhailov; Alexey Letunovskiy; Maria Kovaleva; Vladimir Arkhipkin; Vladimir Korviakov; Vladimir Polovnikov; Viacheslav Vasilev; Evelina Sidorova; Denis Dimitrov (CoRR, 2025)