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Search All 2022 Events
599 Results
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Spotlight
Wed 10:30
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
Runpei Dong · Zhanhong Tan · Mengdi Wu · Linfeng Zhang · Kaisheng Ma
Spotlight
Tue 13:35
Simple and near-optimal algorithms for hidden stratification and multi-group learning
Christopher Tosh · Daniel Hsu
Spotlight
Wed 8:40
Near-optimal rate of consistency for linear models with missing values
Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet
Spotlight
Wed 8:45
Near-Optimal Learning of Extensive-Form Games with Imperfect Information
Yu Bai · Chi Jin · Song Mei · Tiancheng Yu
Poster
Tue 15:30
A query-optimal algorithm for finding counterfactuals
Guy Blanc · Caleb Koch · Jane Lange · Li-Yang Tan
Spotlight
Tue 11:00
A query-optimal algorithm for finding counterfactuals
Guy Blanc · Caleb Koch · Jane Lange · Li-Yang Tan
Workshop
Optimization-based Causal Estimation from Heterogenous Environments
Mingzhang Yin · Yixin Wang · David Blei
Spotlight
Thu 8:55
Near-Optimal Algorithms for Autonomous Exploration and Multi-Goal Stochastic Shortest Path
Haoyuan Cai · Tengyu Ma · Simon Du
Spotlight
Tue 14:35
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games
Siqi Liu · Marc Lanctot · Luke Marris · Nicolas Heess
Poster
Wed 15:30
Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training
Risheng Liu · Xuan Liu · Shangzhi Zeng · Jin Zhang · Yixuan ZHANG
Spotlight
Thu 12:35
Rich Feature Construction for the Optimization-Generalization Dilemma
Jianyu Zhang · David Lopez-Paz · Léon Bottou
Workshop
Sat 8:30
Near-optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin · Tal Lancewicki · Haipeng Luo · Yishay Mansour · Aviv Rosenberg
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