 PICProp: Physics-Informed Confidence Propagation for Uncertainty
QuantificationNeural Information Processing Systems (NeurIPS), 2023 |
 Anchor Points: Benchmarking Models with Much Fewer ExamplesConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 |
 Prediction-Oriented Bayesian Active LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
 CO-BED: Information-Theoretic Contextual Optimization via Bayesian
Experimental DesignInternational Conference on Machine Learning (ICML), 2023 |
 Evaluating High-Order Predictive Distributions in Deep LearningConference on Uncertainty in Artificial Intelligence (UAI), 2022 |
 The Neural Testbed: Evaluating Joint PredictionsNeural Information Processing Systems (NeurIPS), 2021 |
 Epistemic Neural NetworksNeural Information Processing Systems (NeurIPS), 2021 |
