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Poster
Tue 15:30 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
Wed 8:40 Near-optimal rate of consistency for linear models with missing values
Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet
Poster
Tue 15:30 Simple and near-optimal algorithms for hidden stratification and multi-group learning
Christopher Tosh · Daniel Hsu
Workshop
Simple and near-optimal algorithms for hidden stratification and multi-group learning
Christopher Tosh · Daniel Hsu
Spotlight
Tue 13:35 Simple and near-optimal algorithms for hidden stratification and multi-group learning
Christopher Tosh · Daniel Hsu
Poster
Thu 15:00 Rich Feature Construction for the Optimization-Generalization Dilemma
Jianyu Zhang · David Lopez-Paz · Léon Bottou
Poster
Wed 15:30 Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
Runpei Dong · Zhanhong Tan · Mengdi Wu · Linfeng Zhang · Kaisheng Ma
Workshop
Near-optimal Regret for Adversarial MDP with Delayed Bandit Feedback
Tiancheng Jin · Tal Lancewicki · Haipeng Luo · Yishay Mansour · Aviv Rosenberg
Spotlight
Tue 11:00 A query-optimal algorithm for finding counterfactuals
Guy Blanc · Caleb Koch · Jane Lange · Li-Yang Tan
Spotlight
Tue 11:50 Optimization-Induced Graph Implicit Nonlinear Diffusion
Qi Chen · Yifei Wang · Yisen Wang · Jiansheng Yang · Zhouchen Lin
Poster
Wed 15:30 Near-optimal rate of consistency for linear models with missing values
Alexis Ayme · Claire Boyer · Aymeric Dieuleveut · Erwan Scornet