SPRINT-SVRG: Stochastic Performative Prediction With Variance Reduction
Tian Xie*, Ding Zhu*, Jia Liu, Mohammad Mahdi Khalili, Xueru Zhang
Preprint
Ding Zhu
Advised by Prof. Mohammad Mahdi Khalili and Prof. Xueru Zhang
I'm a third-year PhD student in the Department of Computer Science and Engineering at The Ohio State University, advised by Prof. Mohammad Mahdi Khalili and Prof. Xueru Zhang. My research sits at the intersection of trustworthy and fair machine learning, model efficiency, and interpretability — from post-processing methods for fair regression to sparsity-aware training algorithms and studies of how neural networks encode and lose information. I'm always glad to connect with others working on related problems.
Trustworthy & Robust Machine LearningModel Efficiency & SparsityInterpretability & Robustness of Neural Networks
Selected Publications
PORT: Preference Optimization via Robust Token-Level Reweighting
Ding Zhu, Xiukun Wei, Tian Xie, Zhihui Zhu, Xueru Zhang, Mohammad Mahdi Khalili
Preprint
WAQS: Weight Absorption for Quadratic Probing and Affine Steering
Mohammad Mahdi Khalili*, Ding Zhu*
Preprint