Repository of conference publications and source code for first-/ second-authored papers published at NeurIPS, ICML, and ICLR.

Overview

Publications and Code

Author Title Conference Link Code
D. Jarrett*, A. Hüyük*, M. van der Schaar Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021 Link Code
D. Jarrett*, J. Yoon*, I. Bica, Z. Qian, A. Ercole, M. van der Schaar Clairvoyance: A Pipeline Toolkit for Medical Time Series ICLR 2021 Link Code
A. Hüyük*, D. Jarrett*, C. Tekin, M. van der Schaar Explaining by Imitating: Understanding Decisions by Interpretable Policy Learning ICLR 2021 Link Code
I. Bica, D. Jarrett, A. Hüyük, M. van der Schaar Learning "What-If" Explanations for Sequential Decision-Making ICLR 2021 Link Code
D. Jarrett*, I. Bica*, M. van der Schaar Strictly Batch Imitation Learning by Energy-based Distribution Matching NeurIPS 2020 Link Code
J. Jordon, D. Jarrett, J. Yoon, ..., D. Belgrave, M. van der Schaar Hide-and-Seek Privacy Challenge NeurIPS 2020 Link Code
D. Jarrett, M. van der Schaar Inverse Active Sensing: Modeling and Understanding Timely Decision-Making ICML 2020 Link Code
Y. Zhang, D. Jarrett, M. van der Schaar Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning AISTATS 2020 Link Code
D. Jarrett, M. van der Schaar Target-Embedding Autoencoders for Supervised Representation Learning ICLR 2020 Link Code
J. Yoon*, D. Jarrett*, M. van der Schaar Time-series Generative Adversarial Networks NeurIPS 2019 Link Code
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