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researcher

A. Proutière

31 papers hereh-index 497.4k citations203 works total

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

author position
  • first author1
  • middle author8
  • last author21

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • stat.ML6
  • eess.SY5
  • math.OC2
  • cs.CV1
  • cs.IT1

identity via Semantic Scholar / OpenAlex

activity
20072023
most citedMinimal Exploration in Structured Stochastic Bandits

79 citations · 137 across the 16 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018

Learning to Personalize in Appearance-Based Gaze Tracking

Erik Lindén, Jonas Sjöstrand, Alexandre Proutiere

Personal variations severely limit the performance of appearance-based gaze tracking. Adapting to these variations using standard neural network model adaptation methods is difficu…

cs.LG2018

Exploration in Structured Reinforcement Learning

Jungseul Ok, Alexandre Proutiere, Damianos Tranos

We address reinforcement learning problems with finite state and action spaces where the underlying MDP has some known structure that could be potentially exploited to minimize the…

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