Chen-Yu Ho
Chen-Yu Ho
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Type
Conference paper
Journal article
Report
Date
2020
2019
(* equal contribution) Jiawei Fei*
,
Chen-Yu Ho
*
,
Atal Narayan Sahu
,
Marco Canini
,
Amedeo Sapio
(2020).
Efficient Sparse Collective Communication and its application to Accelerate Distributed Deep Learning
.
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Project
Hang Xu
,
Chen-Yu Ho
,
Ahmed M. Abdelmoniem
,
Aritra Dutta
,
El Houcine Bergou
,
Konstantinos Karatsenidis
,
Marco Canini
,
Panos Kalnis
(2020).
Compressed Communication for Distributed Deep Learning: Survey and Quantitative Evaluation
.
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Code
Project
Aritra Dutta
,
El Houcine Bergou
,
Ahmed M. Abdelmoniem
,
Chen-Yu Ho
,
Atal Narayan Sahu
,
Marco Canini
,
Panos Kalnis
(2020).
On the Discrepancy between the Theoretical Analysis and Practical Implementations of Compressed Communication for Distributed Deep Learning
.
Proceedings of AAAI’20
.
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Samuel Horváth
,
Chen-Yu Ho
,
Ľudovít Horváth
,
Atal Narayan Sahu
,
Marco Canini
,
Peter Richtárik
(2019).
Natural Compression for Distributed Deep Learning
.
CoRR
.
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Amedeo Sapio
,
Marco Canini
,
Chen-Yu Ho
,
Jacob Nelson
,
Panos Kalnis
,
Changhoon Kim
,
Arvind Krishnamurthy
,
Masoud Moshref
,
Dan R. K. Ports
,
Peter Richtárik
(2019).
Scaling Distributed Machine Learning with In-Network Aggregation
.
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