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Consistent Online Optimization: Convex and Submodular.

, , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2241-2250. PMLR, (2019)

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Mathematical Notions vs. Human Perception of Fairness, , and . Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD \textquotesingle19, ACM Press, (2019)Adaptive and Safe Bayesian Optimization in High Dimensions via One-Dimensional Subspaces, , , , and . (2019)cite arxiv:1902.03229.Teaching Multiple Concepts to Forgetful Learners., , , , , , , and . CoRR, (2018)Tuning Legged Locomotion Controllers via Safe Bayesian Optimization., , , , , and . CoRL, volume 229 of Proceedings of Machine Learning Research, page 2444-2464. PMLR, (2023)Meta-Learning Priors for Safe Bayesian Optimization., , , and . CoRL, volume 205 of Proceedings of Machine Learning Research, page 237-265. PMLR, (2022)No-regret Algorithms for Capturing Events in Poisson Point Processes., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7894-7904. PMLR, (2021)Fast Projection Onto Convex Smooth Constraints., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 10476-10486. PMLR, (2021)Energy-Based Learning for Cooperative Games, with Applications to Valuation Problems in Machine Learning., , , , , and . ICLR, OpenReview.net, (2022)Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory., , , and . L4DC, volume 144 of Proceedings of Machine Learning Research, page 664-676. PMLR, (2021)Stochastic Linear Bandits Robust to Adversarial Attacks., , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 991-999. PMLR, (2021)