Zhou, Lijia

5 publications

ICLR 2024 An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression Lijia Zhou, James B Simon, Gal Vardi, Nathan Srebro

NeurIPS 2023 Uniform Convergence with Square-Root Lipschitz Loss Lijia Zhou, Zhen Dai, Frederic Koehler, Nati Srebro

NeurIPS 2022 A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nati Srebro

NeurIPS 2021 Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro

NeurIPS 2020 On Uniform Convergence and Low-Norm Interpolation Learning Lijia Zhou, Danica J. Sutherland, Nati Srebro