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Poster
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Thu 13:30
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Near-Optimal Φ-Regret Learning in Extensive-Form Games
Ioannis Anagnostides · Gabriele Farina · Tuomas Sandholm
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Poster
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Thu 13:30
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Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
Ayush Bharti · Masha Naslidnyk · Oscar Key · Samuel Kaski · Francois-Xavier Briol
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Poster
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Wed 17:00
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Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime
Hilal Asi · Vitaly Feldman · Tomer Koren · Kunal Talwar
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Poster
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Thu 13:30
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Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints
Donghao Li · Ruiquan Huang · Cong Shen · Jing Yang
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Poster
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Wed 14:00
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Nearly-Optimal Hierarchical Clustering for Well-Clustered Graphs
Steinar Laenen · Bogdan Manghiuc · He Sun
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Poster
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Thu 16:30
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A Near-Optimal Algorithm for Safe Reinforcement Learning Under Instantaneous Hard Constraints
Ming Shi · Yingbin LIANG · Ness Shroff
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Poster
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Thu 13:30
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DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm
Lisang Ding · Kexin Jin · Bicheng Ying · Kun Yuan · Wotao Yin
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Poster
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Wed 14:00
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A Nearly-Optimal Bound for Fast Regression with ℓ∞ Guarantee
Zhao Song · Mingquan Ye · Junze Yin · Lichen Zhang
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Poster
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Wed 17:00
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Near-Optimal Cryptographic Hardness of Agnostically Learning Halfspaces and ReLU Regression under Gaussian Marginals
Ilias Diakonikolas · Daniel Kane · Lisheng Ren
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Poster
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Thu 16:30
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GAT: Guided Adversarial Training with Pareto-optimal Auxiliary Tasks
Salah GHAMIZI · Jingfeng ZHANG · Maxime Cordy · Mike Papadakis · Masashi Sugiyama · YVES LE TRAON
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Oral
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Tue 21:10
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Bayes-optimal Learning of Deep Random Networks of Extensive-width
Hugo Cui · FLORENT KRZAKALA · Lenka Zdeborova
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Poster
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Thu 13:30
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Nesterov Meets Optimism: Rate-Optimal Separable Minimax Optimization
Chris Junchi Li · Angela Yuan · Gauthier Gidel · Quanquan Gu · Michael Jordan
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