Concepedia

Mingda Qiao

MQ

Statistics

Publications

7

Citations

119

H-Index

7

Active since

2016

Affiliations

Tsinghua University(Current)

Carnegie Mellon University

Mingda Qiao is an author at Tsinghua University specializing in engineering, statistics, and computer science.

Top concepts

StatisticsEngineeringComputer ScienceProbabilityMachine LearningStatistical InferenceStochastic OptimizationComputational ComplexityMathematical ProgrammingManagement

Publications per year

2016–2019

7

Publications

7

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

Large Deviations, Bayesian Decision Theory, Engineering +21

Collaborative PAC Learning

Avrim Blum, Nika Haghtalab, Ariel D. Procaccia et al. · Neural Information Processing Systems · 2017 · 18 citations

Artificial Intelligence, Engineering, Machine Learning +18

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

Mathematical Programming, Computational Complexity Theory, Engineering +16

Low-Distortion Social Welfare Functions

Gerdus Benadè, Ariel D. Procaccia, Mingda Qiao · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 17 citations · Full text

Computational Social Choice, Public Welfare, Utilitarian Social Welfare +17

Towards Instance Optimal Bounds for Best Arm Identification

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

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