Search Results for author: Zheyi Fan

Found 4 papers, 1 papers with code

A Novel Framework for Improving the Breakdown Point of Robust Regression Algorithms

no code implementations20 May 2023 Zheyi Fan, Szu Hui Ng, Qingpei Hu

Finally, we demonstrate that the breakdown point of CORALS is indeed higher than that of the algorithm from which it is derived.

regression

A Bayesian Robust Regression Method for Corrupted Data Reconstruction

no code implementations24 Dec 2022 Zheyi Fan, Zhaohui Li, Jingyan Wang, Dennis K. J. Lin, Xiao Xiong, Qingpei Hu

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 essential task.

regression

Behavior Pattern and Compiled Information Based Performance Prediction in MOOCs

no code implementations4 Aug 2019 Shaojie Qu, Kan Li, Zheyi Fan, Sisi Wu, Xinyi Liu, Zhiguo Huang

This paper mainly focuses on the students' accomplishment behaviors in programming assignments and compiled information from programming assignments.

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