Publications

Distribution-Free Robust Linear Regression with Jaouad Mourtada and Nikita Zhivotovskiy Mathematical Statistics and Learning arXiv

Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors with Nikita Zhivotovskiy Bernoulli (to appear) arXiv

The Statistical Complexity of Early-Stopped Mirror Descent with Varun Kanade and Patrick Rebeschini NeurIPS 2020 (spotlight), arXiv, code

Implicit Regularization for Optimal Sparse Recovery with Varun Kanade and Patrick Rebeschini NeurIPS 2019, arXiv, code