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

Benign overfitting

Peter Bartlett
April 12, 2021

Functions with average smoothness: structure, algorithms, and learning

Aryeh Kontorovich
April 12, 2021

Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall

Mikyoung Jun
March 5, 2021