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researcher

M. Sebag

36 papers hereh-index 477.2k citations302 works total

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

author position
  • first author1
  • middle author10
  • last author25

Across the 36 of 36 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.AI8
  • stat.ML6
  • cs.NE5
  • cs.DS2
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20052022
most citedExploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits

54 citations · 227 across the 36 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Frugal Machine Learning

Mikhail Evchenko, Joaquin Vanschoren, Holger H. Hoos +2

Machine learning, already at the core of increasingly many systems and applications, is set to become even more ubiquitous with the rapid rise of wearable devices and the Internet…

cs.AI2021

Boltzmann Tuning of Generative Models

Victor Berger, Michele Sebag

The paper focuses on the a posteriori tuning of a generative model in order to favor the generation of good instances in the sense of some external differentiable criterion. The pr…

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