17 citations
- Centre National de la Recherche ScientifiqueFR3 papers
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- Institut de Recherche en Informatique de ToulouseFR1 paper
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cs.LG2014
Stationary Mixing Bandits
Julien Audiffren, Liva Ralaivola
We study the bandit problem where arms are associated with stationary phi-mixing processes and where rewards are therefore dependent: the question that arises from this setting is…
cs.LG2014
Equivalence of Learning Algorithms
Julien Audiffren, Hachem Kadri
The purpose of this paper is to introduce a concept of equivalence between machine learning algorithms. We define two notions of algorithmic equivalence, namely, weak and strong eq…