Concepedia

Ruoyu Sun

RS

Statistics

Publications

41

Citations

2.2K

H-Index

21

Active since

2011

Affiliations

University of Minnesota(Current)

University of Illinois Urbana-Champaign

Stanford University

Chinese University of Hong Kong, Shenzhen

Iowa State University

Ruoyu Sun is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningApproximation TheoryMathematical ProgrammingData ScienceInverse ProblemsSignal ProcessingArtificial Intelligence

Publications per year

2011–2024

41

Publications

41

Guaranteed Matrix Completion via Non-Convex Factorization

Ruoyu Sun, Zhi‐Quan Luo · IEEE Transactions on Information Theory · 2016 · 342 citations · Full text

Joint Base Station Clustering and Beamformer Design for Partial Coordinated Transmission in Heterogeneous Networks

Mingyi Hong, Ruoyu Sun, Hadi Baligh et al. · IEEE Journal on Selected Areas in Communications · 2013 · 286 citations

Wireless Communications, Bs Clustering, Engineering +17

Optimization for Deep Learning: An Overview

Ruoyu Sun · Journal of the Operations Research Society of China · 2020 · 148 citations

Model Optimization, Engineering, Machine Learning +4

Optimization for deep learning: theory and algorithms

Ruoyu Sun · arXiv (Cornell University) · 2019 · 132 citations · Full text

Artificial Intelligence, Model Optimization, Engineering +12

On the Convergence of A Class of Adam-Type Algorithms for Non-Convex\n Optimization

Xiangyi Chen, Sijia Liu, Ruoyu Sun et al. · arXiv (Cornell University) · 2018 · 117 citations · Full text

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