Concepedia

Zachary Charles

ZC

22

Publications

5.1K

Citations

15

H-Index

2013

Active since

Affiliations

University of Wisconsin–Madison(Current)

Google (United States)

Zachary Charles is an author at University of Wisconsin–Madison specializing in data science, engineering, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDistributed LearningDeep LearningFederated LearningParallel ComputingCluster ComputingParallel Programming

Publications per year

2013–2022

22

Publications

22

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

ATOMO: Communication-efficient Learning via Atomic Sparsification

Hongyi Wang, Scott Sievert, Zachary Charles et al. · arXiv (Cornell University) · 2018 · 129 citations · Full text

Engineering, Machine Learning, Stochastic Gradients +16

Adaptive Federated Optimization

Sashank J. Reddi, Zachary Charles, Manzil Zaheer et al. · arXiv (Cornell University) · 2020 · 128 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +11

ATOMO: Communication-efficient Learning via Atomic Sparsification

Hongyi Wang, Scott Sievert, Shengchao Liu et al. · arXiv (Cornell University) · 2018 · 105 citations · Full text

Engineering, Machine Learning, Data Science +15

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