Concepedia

Zheng Qu

ZQ

23

Publications

758

Citations

17

H-Index

2011

Active since

Affiliations

University of Edinburgh(Current)

University of Hong Kong

Télécom Paris

Laboratoire Traitement et Communication de l’Information

Université Paris-Saclay

Zheng Qu is an author at University of Edinburgh specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningInverse ProblemsConvex OptimizationStochastic OptimizationMathematical ProgrammingApproximation TheoryStatistical InferenceData Science

Publications per year

2011–2019

23

Publications

23

Even faster accelerated coordinate descent using non-uniform sampling

Zeyuan Allen-Zhu, Zheng Qu, Peter Richtárik et al. · International Conference on Machine Learning · 2016 · 94 citations

Mathematical Programming, Adaptive Optimization, Engineering +14

Coordinate descent with arbitrary sampling I: algorithms and complexity<sup>†</sup>

Zheng Qu, Peter Richtárik · Optimization methods & software · 2016 · 75 citations · Full text

Mathematical Programming, Gradient Descent, Engineering +15

Quartz: randomized dual coordinate ascent with arbitrary sampling

Zheng Qu, Peter Richtárik, Tong Zhang · Edinburgh Research Explorer (University of Edinburgh) · 2015 · 58 citations · Full text

Mathematical Programming, Engineering, Machine Learning +18

Curse of dimensionality reduction in max-plus based approximation methods: Theoretical estimates and improved pruning algorithms

Stéphane Gaubert, William M. McEneaney, Zheng Qu · 2011 · 55 citations · Full text

Randomized Dual Coordinate Ascent with Arbitrary Sampling

Zheng Qu, Peter Richtárik, Tong Zhang · arXiv (Cornell University) · 2014 · 49 citations · Full text

Mathematical Programming, Engineering, Machine Learning +18

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