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