2 papers
cs.LG2023
A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms
Zheyi Fan, Szu Hui Ng, Qingpei Hu
We present an effective framework for improving the breakdown point of robust regression algorithms. Robust regression has attracted widespread attention due to the ubiquity of out…
cs.LG2023
A Bayesian Robust Regression Method for Corrupted Data Reconstruction
Zheyi Fan, Zhaohui Li, Jingyan Wang +3
Because of the widespread existence of noise and data corruption, recovering the true regression parameters with a certain proportion of corrupted response variables is an essentia…