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researcher

Alexandre Galashov

13 papers hereh-index 586 citations11 works total

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

author position
  • first author4
  • middle author8
  • last author1

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CL2
  • cs.CV1
same name
  • Alexandre Galashov — 17 papers, h 13

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
most citedInformation Theoretic Meta Learning with Gaussian Processes

5 citations · 7 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

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.