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researcher

Isabelle M Guyon

CUSAT

43 papers hereh-index 7158k citations293 works total

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

author position
  • middle author28
  • last author10

Across the 38 of 43 papers where every author was matched, so the position is known.

fields
  • cs.LG20
  • cs.CV11
  • stat.ML6
  • eess.SP2
  • cs.AI1
  • cs.DL1
affiliations
  • CUSAT

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedBayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020

165 citations · 820 across the 42 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

cs.CV2013★ 9 cited

Principal motion components for gesture recognition using a single-example

Hugo Jair Escalante, Isabelle Guyon, Vassilis Athitsos +2

This paper introduces principal motion components (PMC), a new method for one-shot gesture recognition. In the considered scenario a single training-video is available for each ges…

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