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From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization.

, , , , and . NeurIPS, page 10299-10309. (2019)

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Computing Stable Solutions in Threshold Network Flow Games With Bounded Treewidth., and . AAMAS, page 2153-2155. International Foundation for Autonomous Agents and Multiagent Systems, (2019)Conditions beyond treewidth for tightness of higher-order LP relaxations., , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 10-18. PMLR, (2017)Robustness Guarantees for Mode Estimation with an Application to Bandits, , and . (2020)cite arxiv:2003.02932Comment: 12 pages, 7 figures, 14 appendix pages.A note on reinforcement learning with Wasserstein distance regularisation, with applications to multipolicy learning., , and . CoRR, (2018)Robustness Guarantees for Mode Estimation with an Application to Bandits., , and . AAAI, page 9277-9284. AAAI Press, (2021)A General Approach to Fairness with Optimal Transport., , , , , and . AAAI, page 3633-3640. AAAI Press, (2020)Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection., , , , , and . NeurIPS, page 16371-16383. (2021)Online Model Selection for Reinforcement Learning with Function Approximation., , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3340-3348. PMLR, (2021)Stochastic Flows and Geometric Optimization on the Orthogonal Group., , , , , , , , , and 5 other author(s). ICML, volume 119 of Proceedings of Machine Learning Research, page 1918-1928. PMLR, (2020)Leveraging Offline Data in Online Reinforcement Learning., and . ICML, volume 202 of Proceedings of Machine Learning Research, page 35300-35338. PMLR, (2023)