Concepedia

Chenxin Ma

CM

8

Publications

708

Citations

8

H-Index

2015

Active since

Affiliations

University of California, Berkeley(Current)

Lehigh University

University of Edinburgh

Chenxin Ma is an author at University of California, Berkeley specializing in engineering, deep learning, and data science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningConvex OptimizationDistributed LearningFederated LearningParallel ComputingOperations Research

Publications per year

2015–2022

8

Publications

8

Distributed optimization with arbitrary local solvers

Chenxin Ma, Jakub Konečný, Martin Jaggi et al. · Optimization methods & software · 2017 · 195 citations · Full text

CoCoA: A General Framework for Communication-Efficient Distributed Optimization

Virginia Smith, Simone Forte, Chenxin Ma et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2018 · 145 citations · Full text

A Practical End-to-End Inventory Management Model with Deep Learning

Meng Qi, Yuanyuan Shi, Yongzhi Qi et al. · Management Science · 2022 · 117 citations

Logistics Processes, Conventional Pto Frameworks, Engineering +23

CoCoA: A General Framework for Communication-Efficient Distributed Optimization

Virginia Smith, Simone Forte, Chenxin Ma et al. · arXiv (Cornell University) · 2016 · 86 citations · Full text

Communication-efficient Distributed Optimization, Engineering, Machine Learning +17

Adding vs. Averaging in Distributed Primal-Dual Optimization

Chenxin Ma, Virginia Smith, Martin Jaggi et al. · arXiv (Cornell University) · 2015 · 62 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

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