Pure exploration in kernel and neural bandits Y Zhu, D Zhou, R Jiang, Q Gu, R Willett, R Nowak Advances in neural information processing systems 34, 11618-11630, 2021 | 14 | 2021 |
Training neural operators to preserve invariant measures of chaotic attractors R Jiang, PY Lu, E Orlova, R Willett Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification R Jiang, R Willett Advances in Neural Information Processing Systems 35, 11918-11933, 2022 | 2 | 2022 |
Residual Connections Harm Self-Supervised Abstract Feature Learning X Zhang, R Jiang, W Gao, R Willett, M Maire arXiv preprint arXiv:2404.10947, 2024 | | 2024 |
Training Machine Learning Emulators to Preserve Invariant Measures of Chaotic Attractors P Lu, R Jiang, E Orlova, R Willett Bulletin of the American Physical Society, 2024 | | 2024 |
Deep Stochastic Mechanics E Orlova, A Ustimenko, R Jiang, PY Lu, R Willett arXiv preprint arXiv:2305.19685, 2023 | | 2023 |