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Online Calibrated and Conformal Prediction Improves Bayesian Optimization.

, , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1450-1458. PMLR, (2024)

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Calibration by Distribution Matching: Trainable Kernel Calibration Metrics., , and . CoRR, (2023)But Are You Sure? An Uncertainty-Aware Perspective on Explainable AI., , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 7375-7391. PMLR, (2023)Modular Conformal Calibration., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 15180-15195. PMLR, (2022)Online Calibrated and Conformal Prediction Improves Bayesian Optimization., , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 1450-1458. PMLR, (2024)Predictive Multiplicity in Classification., , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 6765-6774. PMLR, (2020)Predictive Multiplicity in Classification., , and . CoRR, (2019)Disentangling Influence: Using disentangled representations to audit model predictions., , , , and . NeurIPS, page 4498-4508. (2019)