ExPT: Synthetic Pretraining for Few-Shot Experimental DesignNeural Information Processing Systems (NeurIPS), 2023 |
CO-BED: Information-Theoretic Contextual Optimization via Bayesian
Experimental DesignInternational Conference on Machine Learning (ICML), 2023 |
Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty
QuantificationNeural Information Processing Systems (NeurIPS), 2020 |
Neural Dynamical Systems: Balancing Structure and Flexibility in
Physical PredictionIEEE Conference on Decision and Control (CDC), 2020 |