Shilova, Alena

4 publications

TMLR 2024 AdaStop: Adaptive Statistical Testing for Sound Comparisons of Deep RL Agents Timothée Mathieu, Matheus Medeiros Centa, Riccardo Della Vecchia, Hector Kohler, Alena Shilova, Odalric-Ambrym Maillard, Philippe Preux

ICMLW 2024 Learning HJB Viscosity Solutions with PINNs for Continuous-Time Reinforcement Learning Alena Shilova, Thomas Delliaux, Philippe Preux, Bruno Raffin

IJCAI 2022 Survey on Efficient Training of Large Neural Networks Julia Gusak, Daria Cherniuk, Alena Shilova, Alexandr Katrutsa, Daniel Bershatsky, Xunyi Zhao, Lionel Eyraud-Dubois, Oleh Shliazhko, Denis Dimitrov, Ivan V. Oseledets, Olivier Beaumont

NeurIPS 2021 Efficient Combination of Rematerialization and Offloading for Training DNNs Olivier Beaumont, Lionel Eyraud-Dubois, Alena Shilova