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Spotlight
Thu Jul 21 02:15 AM -- 02:20 AM (KST) @ Ballroom 3 & 4
Choosing Answers in Epsilon-Best-Answer Identification for Linear Bandits
In Theory
Marc Jourdan · Rémy Degenne
Spotlight
Thu Jul 21 02:20 AM -- 02:25 AM (KST) @ Ballroom 3 & 4
On the Finite-Time Performance of the Knowledge Gradient Algorithm
In Theory
Yanwen Li · Siyang Gao
Spotlight
Thu Jul 21 02:25 AM -- 02:30 AM (KST) @ Ballroom 3 & 4
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control
In Theory
Liang Zhang · Qiang Wu · Jun Shen · Linyuan Lü · Bo Du · Jianqing Wu
Spotlight
Thu Jul 21 02:30 AM -- 02:35 AM (KST) @ Ballroom 3 & 4
Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers
In Theory
Liam Hodgkinson · Umut Simsekli · Rajiv Khanna · Michael Mahoney
Spotlight
Thu Jul 21 02:35 AM -- 02:40 AM (KST) @ Ballroom 3 & 4
No-Regret Learning in Time-Varying Zero-Sum Games
In Theory
Mengxiao Zhang · Peng Zhao · Haipeng Luo · Zhi-Hua Zhou
Spotlight
Thu Jul 21 02:40 AM -- 02:45 AM (KST) @ Ballroom 3 & 4
Achieving Minimax Rates in Pool-Based Batch Active Learning
In Theory
Claudio Gentile · Zhilei Wang · Tong Zhang
Spotlight
Thu Jul 21 02:45 AM -- 02:50 AM (KST) @ Ballroom 3 & 4
Active Multi-Task Representation Learning
In Theory
Yifang Chen · Kevin Jamieson · Simon Du
Oral
Thu Jul 21 02:50 AM -- 03:10 AM (KST) @ Ballroom 3 & 4 None
Active fairness auditing
In Theory
Tom Yan · Chicheng Zhang
Spotlight
Thu Jul 21 03:10 AM -- 03:15 AM (KST) @ Ballroom 3 & 4
Metric-Fair Active Learning
In Theory
Jie Shen · Nan Cui · Jing Wang
Spotlight
Thu Jul 21 03:15 AM -- 03:20 AM (KST) @ Ballroom 3 & 4
Metric-Fair Classifier Derandomization
In Theory
Jimmy Wu · Yatong Chen · Yang Liu
Spotlight
Thu Jul 21 03:20 AM -- 03:25 AM (KST) @ Ballroom 3 & 4
Interactively Learning Preference Constraints in Linear Bandits
In Theory
David Lindner · Sebastian Tschiatschek · Katja Hofmann · Andreas Krause
Spotlight
Thu Jul 21 03:25 AM -- 03:30 AM (KST) @ Ballroom 3 & 4
Convergence of Uncertainty Sampling for Active Learning
In Theory
Anant Raj · Francis Bach
Spotlight
Thu Jul 21 03:30 AM -- 03:35 AM (KST) @ Ballroom 3 & 4
Thompson Sampling for Robust Transfer in Multi-Task Bandits
In Theory
Zhi Wang · Chicheng Zhang · Kamalika Chaudhuri
Spotlight
Thu Jul 21 03:35 AM -- 03:40 AM (KST) @ Ballroom 3 & 4
Constants Matter: The Performance Gains of Active Learning
In Theory
Stephen Mussmann · Sanjoy Dasgupta
Spotlight
Thu Jul 21 03:40 AM -- 03:45 AM (KST) @ Ballroom 3 & 4
Cross-Space Active Learning on Graph Convolutional Networks
In Theory
Yufei Tao · Hao WU · Shiyuan Deng