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researcher

Sotirios Nikoloutsopoulos

3 papers hereh-index 355 citations7 works total

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

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedPersonalized Federated Learning with Exact Stochastic Gradient Descent

9 citations · 16 across the 3 of their papers we have counts for

collaborators
Showing 2020 · cs.LGShow all

1 paper · 2 filters

cs.LG2020★ 5 cited

Information Theoretic Meta Learning with Gaussian Processes

Michalis K. Titsias, Francisco J. R. Ruiz, Sotirios Nikoloutsopoulos +1

We formulate meta learning using information theoretic concepts; namely, mutual information and the information bottleneck. The idea is to learn a stochastic representation or enco…

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