Learning from data under information constraints: Fundamental limits and applications

Jayadev Acharya
April 14, 2021

On Min-Max Optimization and Halpern Iteration

Jelena Diakonikolas
April 14, 2021

Chasing the Long Tail: What Neural Networks Memorize and Why

Vitaly Feldman
April 14, 2021

Sparse Random Features for Function Approximation

Rachel Ward
April 13, 2021

New Problems and Perspectives on Sampling, Memory, and Learning

Gregory Valiant
April 13, 2021

Computational/Statistical Gaps for Learning Neural Networks

Adam Klivans
April 13, 2021

Performative Prediction

Moritz Hardt
April 13, 2021

Robust regression with covariate filtering: Heavy tails and adversarial contamination

Po-Ling Loh
April 12, 2021

Contrastive Learning, multi-view redundancy, and linear models

Daniel Hsu
April 12, 2021