| 2023 | ICML | Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments. | Daniel Jarrett, Corentin Tallec, Florent Altch, Thomas Mesnard, Rmi Munos, Michal Valko |
| 2022 | ICML | Inverse Contextual Bandits: Learning How Behavior Evolves over Time. | Alihan Hyk, Daniel Jarrett, Mihaela van der Schaar |
| 2022 | ICML | HyperImpute: Generalized Iterative Imputation with Automatic Model Selection. | Daniel Jarrett, Bogdan Cebere, Tennison Liu, Alicia Curth, Mihaela van der Schaar |
| 2021 | ICLR | Learning "What-if" Explanations for Sequential Decision-Making. | Ioana Bica, Daniel Jarrett, Alihan Hyk, Mihaela van der Schaar |
| 2021 | ICLR | Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning. | Alihan Hyk, Daniel Jarrett, Cem Tekin, Mihaela van der Schaar |
| 2021 | ICLR | Clairvoyance: A Pipeline Toolkit for Medical Time Series. | Daniel Jarrett, Jinsung Yoon, Ioana Bica, Zhaozhi Qian, Ari Ercole, Mihaela van der Schaar |
| 2021 | ICML | Inverse Decision Modeling: Learning Interpretable Representations of Behavior. | Daniel Jarrett, Alihan Hyk, Mihaela van der Schaar |
| 2020 | AISTATS | Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning. | Yao Zhang, Daniel Jarrett, Mihaela van der Schaar |
| 2020 | ICLR | Target-Embedding Autoencoders for Supervised Representation Learning. | Daniel Jarrett, Mihaela van der Schaar |
| 2020 | ICML | Inverse Active Sensing: Modeling and Understanding Timely Decision-Making. | Daniel Jarrett, Mihaela van der Schaar |