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Samuel Cheng

8 papers hereh-index 15833 citations95 works total

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

author position
  • sole author1
  • middle author3
  • last author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.IT2
  • cs.LG2
  • eess.SP2
  • cs.DM1
  • math.NA1
same name
  • Samuel Cheng — 4 papers, h 26
  • Samuel Cheng — 3 papers, h 0
  • Samuel Cheng — 2 papers, h 5

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
20102021
most citedNeural Network for NILM Based on Operational State Change Classification

6 citations · 11 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 1 cited

Probabilistic Federated Learning of Neural Networks Incorporated with Global Posterior Information

Peng Xiao, Samuel Cheng

In federated learning, models trained on local clients are distilled into a global model. Due to the permutation invariance arises in neural networks, it is necessary to match the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.