ML Anthology

Lei, Mingxi

5 publications

AAAI 2025 Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization Ruijia Zhang, Mingxi Lei, Meng Ding, Zihang Xiang, Jinhui Xu, Di Wang
UAI 2025 Nearly Optimal Differentially Private ReLU Regression Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
ICLR 2025 TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu
ICLRW 2025 Understanding Private Learning from Feature Perspective Meng Ding, Mingxi Lei, Shaopeng Fu, Di Wang, Jinhui Xu
NeurIPS 2024 Revisiting Differentially Private ReLU Regression Meng Ding, Mingxi Lei, Liyang Zhu, Shaowei Wang, Di Wang, Jinhui Xu