Picture for Haixiang Zhang

Haixiang Zhang

Exact Recovery Guarantees for Parameterized Non-linear System Identification Problem under Adversarial Attacks

Add code
Aug 30, 2024
Viaarxiv icon

Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods

Add code
Oct 19, 2021
Figure 1 for Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods
Figure 2 for Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods
Viaarxiv icon

A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off

Add code
Jun 22, 2021
Figure 1 for A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off
Figure 2 for A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off
Figure 3 for A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off
Figure 4 for A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off
Viaarxiv icon