Atal Narayan Sahu

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Publications

Citations

247

H-Index

Active since

2019

Affiliations

King Abdullah University of Science and Technology(Current)

Kootenay Association for Science & Technology

Atal Narayan Sahu is an author at King Abdullah University of Science and Technology specializing in deep learning, engineering, and computer science.

ORCID

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceParallel ComputingComputer EngineeringBig DataCommunicationEdge Computing

Publications per year

2019–2023

Publications

Efficient sparse collective communication and its application to accelerate distributed deep learning

Jiawei Fei, Chen-Yu Ho, Atal Narayan Sahu et al. · 2021 · 98 citations · Full text

Cluster Computing, Engineering, Machine Learning +22

Natural Compression for Distributed Deep Learning

Samuel Horváth, Chen-Yu Ho, Ludovit Horváth et al. · arXiv (Cornell University) · 2019 · 69 citations · Full text

Lossy Compression, Natural Compression, Machine Learning +13

REFL: Resource-Efficient Federated Learning

Ahmed M. Abdelmoniem, Atal Narayan Sahu, Marco Canini et al. · 2023 · 61 citations

Rethinking gradient sparsification as total error minimization

Atal Narayan Sahu, Aritra Dutta, Ahmed M. Abdelmoniem et al. · arXiv (Cornell University) · 2021 · 19 citations · Full text

Engineering, Machine Learning, Sparse Neural Network +14

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