Mingda Qiao

On Generalization Error Bounds of Noisy Gradient Methods for Non-Convex Learning

Jian Li, Xuanyuan Luo, Mingda Qiao · arXiv (Cornell University) · 2019 · 24 citations · Full text

Computing, Computer Science, Machine Learning +16

Collaborative PAC Learning

Avrim Blum, Nika Haghtalab, Ariel D. Procaccia et al. · Neural Information Processing Systems · 2017 · 19 citations

Computing, Computer Science, Algorithms +10

Low-Distortion Social Welfare Functions

Gerdus Benadè, Ariel D. Procaccia, Mingda Qiao · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 19 citations · Full text

Business, Economics, Political Science +14

Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection

Lijie Chen, Jian Li, Mingda Qiao · arXiv (Cornell University) · 2017 · 17 citations · Full text

Natural Sciences, Computer Science, Mathematics +14

Towards Instance Optimal Bounds for Best Arm Identification

Lijie Chen, Jian Li, Mingda Qiao · arXiv (Cornell University) · 2016 · 15 citations · Full text

Computing, Computer Science, Mathematics +13