Poincar\'e Wasserstein Autoencoder I Ovinnikov NeurIPS 2018 Bayesian Deep Learning Workshop, arXiv preprint arXiv:1901.01427, 2019 | 36 | 2019 |
Fundamentals of Arthroscopic Surgery Training and beyond: a reinforcement learning exploration and benchmark I Ovinnikov, A Beuret, F Cavaliere, JM Buhmann International Journal of Computer Assisted Radiology and Surgery, 1-9, 2024 | | 2024 |
Regularizing Adversarial Imitation Learning Using Causal Invariance I Ovinnikov, JM Buhmann ICML 2023 Workshop on Spurious Correlations, Invariance and Stability, arXiv …, 2023 | | 2023 |
Learning Invariant Reward Functions through Trajectory Interventions I Ovinnikov, E Bykovets, JM Buhmann | | 2021 |
Inverse Reinforcement Learning via Matching of Optimality Profiles L Haug, I Ovinnikov, E Bykovets arXiv preprint arXiv:2011.09264, 2020 | | 2020 |
Imitation Learning Using Generalized Sliced Wasserstein Distances I Ovinnikov, JM Buhmann | | |