Lijia Zhou

Joined

May 2021

Names

Lijia Zhou (Preferred)

Emails

****@uchicago.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Chicago (uchicago.edu)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2023

Expertise

No areas of expertise listed

Publications

An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression
Lijia Zhou, James B Simon, Gal Vardi, Nathan Srebro
- ICLR 2024 poster
- Readers: Everyone
Uniform Convergence with Square-Root Lipschitz Loss
Lijia Zhou, Zhen Dai, Frederic Koehler, Nathan Srebro
- NeurIPS 2023 poster
- Readers: Everyone
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nathan Srebro
- Published: 31 Oct 2022, Last Modified: 15 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nathan Srebro
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nati Srebro
- Published: 01 Jan 2022, Last Modified: 17 May 2023
- NeurIPS 2022
- Readers: Everyone
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting
Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Oral
- Readers: Everyone
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting
Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro
- 2021 (modified: 24 Apr 2023)
- NeurIPS 2021
- Readers: Everyone
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression
Lijia Zhou, Frederic Koehler, Danica J. Sutherland, Nathan Srebro
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting
Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
On Uniform Convergence and Low-Norm Interpolation Learning
Lijia Zhou, Danica J. Sutherland, Nathan Srebro
- 2020 (modified: 17 May 2023)
- CoRR 2020
- Readers: Everyone

View all 11 publications

Co-Authors