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Eduin E. Hernandez

7 papers hereh-index 321 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CL1
  • cs.DC1
  • cs.IT1
same name
  • Eduin E. Hernandez — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

How to Attain Communication-Efficient DNN Training? Convert, Compress, Correct

Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang +1

This paper introduces CO3 -- an algorithm for communication-efficient federated Deep Neural Network (DNN) training. CO3 takes its name from three processing applied which reduce th…

cs.LG2022

Convert, compress, correct: Three steps toward communication-efficient DNN training

Zhong-Jing Chen, Eduin E. Hernandez, Yu-Chih Huang +1

In this paper, we introduce a novel algorithm, CO3​, for communication-efficiency distributed Deep Neural Network (DNN) training. CO3​ is a joint training/com…

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