Surrogate uncertainty estimation for your time series forecasting black-box: learn when to trust. - Leonid Erlygin; Vladimir Zholobov; Valeriia Baklanova; Evgeny Sokolovskiy; Alexey Zaytsev 002 (ICDM (Workshops), 2023)

Uncertainty estimation for time series forecasting via Gaussian process regression surrogates. - Leonid Erlygin; Vladimir Zholobov; Valeriia Baklanova; Evgeny Sokolovskiy; Alexey Zaytsev 002 (CoRR, 2023)

Continuous-time convolutions model of event sequences. - Vladislav Zhuzhel; Vsevolod Grabar; Galina Boeva; Artem Zabolotnyi; Alexander Stepikin; Vladimir Zholobov; Maria Ivanova; Mikhail Orlov; Ivan Kireev; Evgeny Burnaev; Rodrigo Rivera-Castro; Alexey Zaytsev 002 (CoRR, 2023)

From Variability to Stability: Advancing RecSys Benchmarking Practices. - Valeriy Shevchenko; Nikita Belousov; Alexey Vasilev; Vladimir Zholobov; Artyom Sosedka; Natalia Semenova; Anna Volodkevich; Andrey V. Savchenko; Alexey Zaytsev 002 (KDD, 2024)