Lijia Zhou

According to our database, Lijia Zhou authored at least 11 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression.

Lijia Zhou, James B. Simon, Gal Vardi, Nathan Srebro

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Uniform Convergence with Square-Root Lipschitz Loss.

Lijia Zhou, Zhen Dai, Frederic Koehler, Nati Srebro

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models.

Lijia Zhou, Frederic Koehler, Pragya Sur, Danica J. Sutherland, Nati Srebro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Optimistic Rates: A Unifying Theory for Interpolation Learning and Regularization in Linear Regression.

Lijia Zhou, Frederic Koehler, Danica J. Sutherland, Nathan Srebro

CoRR, 2021

Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting.

Frederic Koehler, Lijia Zhou, Danica J. Sutherland, Nathan Srebro

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

On Uniform Convergence and Low-Norm Interpolation Learning.

Lijia Zhou, Danica J. Sutherland, Nati Srebro

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Designing and Developing High-Confidence Petroleum Extraction Cyber-Physical System Using the Model-Driven Architecture.

Huawei Zhai, Licheng Cui, Weishi Zhang, Lijia Zhou, Xiuguo Zhang

Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018

Image decomposition and texture analysis via combined bi-dimensional Bedrosian's principles.

Guanlei Xu, Xiaotong Wang, Lijia Zhou, Xiaogang Xu

IET Image Process., 2018

2017

Lazy Recoloring.

Guanlei Xu, Xiaotong Wang, Xiaogang Xu, Lijia Zhou

Proceedings of the Image and Graphics - 9th International Conference, 2017

2013

New inequalities on sparse representation in pairs of bases.

Guanlei Xu, Xiaotong Wang, Lijia Zhou, Xiaogang Xu

IET Signal Process., 2013

1997

Modeling an Environment: Agents in Character Feature Extraction.

Lijia Zhou, Stan Franklin

Proceedings of the First International Conference on Autonomous Agents, 1997