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Towards optimally abstaining from prediction with OOD test examples.

, and . NeurIPS, page 12774-12785. (2021)

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Stable Matching with Evolving Preferences., , and . CoRR, (2015)On the Hardness of Robust Classification., , , and . J. Mach. Learn. Res., (2021)Learning Using Local Membership Queries., , and . COLT, volume 30 of JMLR Workshop and Conference Proceedings, page 398-431. JMLR.org, (2013)Learning Hurdles for Sleeping Experts., and . Electron. Colloquium Comput. Complex., (2011)Differentiable Causal Backdoor Discovery., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3970-3979. PMLR, (2020)Online k-means Clustering., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1126-1134. PMLR, (2021)On the Hardness of Robust Classification., , , and . NeurIPS, page 7444-7453. (2019)Hierarchical Clustering Beyond the Worst-Case., , and . NIPS, page 6201-6209. (2017)Clustering Redemption-Beyond the Impossibility of Kleinberg's Axioms., , and . NeurIPS, page 8526-8535. (2018)Reliable Agnostic Learning., , and . COLT, (2009)