| Model-based reinforcement learning for semi-markov decision processes with neural odes J Du, J Futoma, F Doshi-Velez Advances in Neural Information Processing Systems 33, 19805-19816, 2020 | 71 | 2020 |
| An interpretable RL framework for pre-deployment modeling in ICU hypotension management K Zhang, H Wang, J Du, B Chu, AR Arévalo, R Kindle, LA Celi, ... NPJ Digital Medicine 5 (1), 173, 2022 | 7 | 2022 |
| Identifying decision points for safe and interpretable reinforcement learning in hypotension treatment K Zhang, Y Wang, J Du, B Chu, LA Celi, R Kindle, F Doshi-Velez arXiv preprint arXiv:2101.03309, 2021 | 5 | 2021 |
| Registration of multiple user defined functions J Du, O Kostakis, K Wagner, Y Xie US Patent 11,620,110, 2023 | 3 | 2023 |
| Registration of multiple user defined functions J Du, O Kostakis, K Wagner, Y Xie US Patent 11,755,291, 2023 | 1 | 2023 |
| Controlled direct effect priors for bayesian neural networks J Du, AS Ross, Y Shavit, F Doshi-Velez NeurIPS Bayesian deep learning workshop, 2019 | 1 | 2019 |
| Row-order dependent dataframe workloads S Chintala, J Du, N Kumar, S Shankar, LF Spiegelberg, ES Vandenberg, ... US Patent 12,216,648, 2025 | | 2025 |
| Multiple user defined functions registration J Du, O Kostakis, K Wagner, Y Xie US Patent 12,050,890, 2024 | | 2024 |
