Concepedia

Daniel Rothchild

DR

Statistics

Publications

5

Citations

491

H-Index

5

Active since

2019

Affiliations

University of California, Berkeley(Current)

Johns Hopkins University

Daniel Rothchild is an author at University of California, Berkeley specializing in engineering, computer science, and computer engineering.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningComputer EngineeringDeep LearningDistributed LearningParallel ProgrammingArtificial IntelligenceHealth

Publications per year

2019–2022

5

Publications

5

The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink

David S. Patterson, Joseph E. Gonzalez, Urs Hölzle et al. · Computer · 2022 · 260 citations

Artificial Intelligence, Neural Scaling Law, Engineering +12

Carbon Emissions and Large Neural Network Training

David A. Patterson, Joseph E. Gonzalez, Quoc V. Le et al. · arXiv (Cornell University) · 2021 · 129 citations · Full text

FetchSGD: Communication-Efficient Federated Learning with Sketching

Daniel Rothchild, Ashwinee Panda, Enayat Ullah et al. · arXiv (Cornell University) · 2020 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

SqueezeWave: Extremely Lightweight Vocoders for On-device Speech Synthesis

Bohan Zhai, Tianren Gao, Flora Xue et al. · arXiv (Cornell University) · 2020 · 21 citations · Full text

Edge Devices, Lightweight Vocoders, Engineering +13

Communication-efficient distributed SGD with Sketching

Nikita Ivkin, Daniel Rothchild, Enayat Ullah et al. · arXiv (Cornell University) · 2019 · 16 citations · Full text

Engineering, Machine Learning, Network Analysis +16

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