| 2025 | ICLR | SGD with memory: fundamental properties and stochastic acceleration. | Dmitry Yarotsky, Maksim Velikanov |
| 2024 | ICLR | Generalization error of spectral algorithms. | Maksim Velikanov, Maxim Panov, Dmitry Yarotsky |
| 2023 | ICLR | A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta. | Maksim Velikanov, Denis Kuznedelev, Dmitry Yarotsky |
| 2022 | AISTATS | Embedded Ensembles: infinite width limit and operating regimes. | Maksim Velikanov, Roman V. Kail, Ivan Anokhin, Roman Vashurin, Maxim Panov, Alexey Zaytsev, Dmitry Yarotsky |
| 2021 | ICML | Elementary superexpressive activations. | Dmitry Yarotsky |
| 2021 | VTC | Data-Driven Beams Selection for Beamspace Channel Estimation in Massive MIMO. | Roman Bychkov, Alexander Osinsky, Andrey Ivanov, Dmitry Yarotsky |
| 2021 | VTC | Spatial Denoising for Sparse Channel Estimation in Coherent Massive MIMO. | Alexander Osinsky, Andrey Ivanov, Dmitry Yarotsky |
| 2021 | VTC | Adaptive Channel Interpolation in High-Speed Massive MIMO. | Alexander Osinsky, Roman Bychkov, Andrey Ivanov, Dmitry Yarotsky |
| 2021 | VTC | Machine Learning-Assisted Channel Estimation in Massive MIMO Receiver. | Dmitry Yarotsky, Andrey Ivanov, Roman Bychkov, Alexander Osinsky, Andrey Savinov, Mikhail Trefilov, Vladimir Lyashev |
| 2020 | ICASSP | Theoretical Performance Bound of Uplink Channel Estimation Accuracy in Massive MIMO. | Alexander Osinsky, Andrey Ivanov, Dmitry Yarotsky |
| 2020 | ICML | Low-loss connection of weight vectors: distribution-based approaches. | Ivan Anokhin, Dmitry Yarotsky |
| 2020 | VTC | High Performance Interference Suppression in Multi-User Massive MIMO Detector. | Andrey Ivanov, Alexander Osinsky, Dmitry Lakontsev, Dmitry Yarotsky |
| 2020 | VTC | Data-Aided LS Channel Estimation in Massive MIMO Turbo-Receiver. | Alexander Osinsky, Andrey Ivanov, Dmitry Lakontsev, Roman Bychkov, Dmitry Yarotsky |
| 2019 | IWCMC | Iterative Nonlinear Detection and Decoding in Multi-User Massive MIMO. | Andrey Ivanov, Andrey Savinov, Dmitry Yarotsky |
| 2018 | COLT | Optimal approximation of continuous functions by very deep ReLU networks. | Dmitry Yarotsky |
| 2018 | VTC | Unused Beam Reservation for PAPR Reduction in Massive MIMO System. | Andrey Ivanov, Artyom Volokhatyi, Dmitry Lakontsev, Dmitry Yarotsky |
| 2018 | WiMob | Smart Sorting in Massive MIMO Detection. | Andrey Ivanov, Dmitry Yarotsky, Maria Stoliarenko, Alexey A. Frolov |
| 2017 | ICMLA | Railway Incident Ranking with Machine Learning. | Evgeni Bikov, Pavel Boyko, Evgeny Sokolov, Dmitry Yarotsky |