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A Review of Nonconformity Measures for Conformal Prediction in Regression.

, , and . COPA, volume 204 of Proceedings of Machine Learning Research, page 369-383. PMLR, (2023)

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PRECISE: a domain adaptation approach to transfer predictors of drug response from pre-clinical models to tumors., , , , and . Bioinform., 35 (14): i510-i519 (2019)Nuclear discrepancy for single-shot batch active learning., , and . Mach. Learn., 108 (8-9): 1561-1599 (2019)An Analysis of Model-Based Reinforcement Learning From Abstracted Observations., , , and . Trans. Mach. Learn. Res., (2023)Robust Importance-Weighted Cross-Validation Under Sample Selection Bias., , and . MLSP, page 1-6. IEEE, (2019)An Analysis of Abstracted Model-Based Reinforcement Learning., , and . CoRR, (2022)Resolution learning in deep convolutional networks using scale-space theory., , , , and . CoRR, (2021)Percolate: An Exponential Family JIVE Model to Design DNA-Based Predictors of Drug Response., , , , , and . RECOMB, volume 13976 of Lecture Notes in Computer Science, page 120-138. Springer, (2023)Enhancing Classifier Conservativeness and Robustness by Polynomiality., and . CVPR, page 13317-13326. IEEE, (2022)Semi-Generative Modelling: Covariate-Shift Adaptation with Cause and Effect Features., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1361-1369. PMLR, (2019)LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks., , , and . ECML/PKDD (5), volume 13717 of Lecture Notes in Computer Science, page 3-19. Springer, (2022)