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