Lijia Zhou

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 14

Top Topics

Risk Minimization

Uniform Convergence

Top Venues

IET Image Process.

Publications

Lijia Zhou, James B. Simon, Gal Vardi, Nathan Srebro
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression. ICLR (2024)
Lijia Zhou, Zhen Dai, Frederic Koehler, Nati Srebro
Uniform Convergence with Square-Root Lipschitz Loss. NeurIPS (2023)
Lijia Zhou, James B. Simon, Gal Vardi, Nathan Srebro
An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression. CoRR (2023)
Lijia Zhou, Zhen Dai, Frederic Koehler, Nathan Srebro
Uniform Convergence with Square-Root Lipschitz Loss. CoRR (2023)
Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nati Srebro
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models. NeurIPS (2022)
Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nathan Srebro
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models. CoRR (2022)
Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign Overfitting. CoRR (2021)
Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro
Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting. NeurIPS (2021)
Lijia Zhou, Frederic Koehler, Danica J. Sutherland, Nathan Srebro
Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression. CoRR (2021)
Lijia Zhou, Danica J. Sutherland, Nathan Srebro
On Uniform Convergence and Low-Norm Interpolation Learning. CoRR (2020)
Lijia Zhou, Danica J. Sutherland, Nati Srebro
On Uniform Convergence and Low-Norm Interpolation Learning. NeurIPS (2020)
Huawei Zhai, Licheng Cui, Weishi Zhang, Lijia Zhou, Xiuguo Zhang
Designing and Developing High-Confidence Petroleum Extraction Cyber-Physical System Using the Model-Driven Architecture. ICPADS (2019)
Guanlei Xu, Xiaotong Wang, Lijia Zhou, Xiaogang Xu
Image decomposition and texture analysis via combined bi-dimensional Bedrosian's principles. IET Image Process. 12 (2) (2018)
Guanlei Xu, Xiaotong Wang, Xiaogang Xu, Lijia Zhou
Lazy Recoloring. ICIG (3) (2017)
Guanlei Xu, Xiaotong Wang, Lijia Zhou, Xiaogang Xu
New inequalities on sparse representation in pairs of bases. IET Signal Process. 7 (8) (2013)
Lijia Zhou, Stan Franklin
Modeling an Environment: Agents in Character Feature Extraction. Agents (1997)