1 citations · 1 across the 3 of their papers we have counts for
3 papers
General oracle inequalities for a penalized log-likelihood criterion based on non-stationary data
Julien Aubert, Luc Lehéricy, Patricia Reynaud-Bouret
We prove oracle inequalities for a penalized log-likelihood criterion that hold even if the data are not independent and not stationary, based on a martingale approach. The assumpt…
On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm
Julien Aubert, Luc Lehéricy, Patricia Reynaud-Bouret
When fitting the learning data of an individual to algorithm-like learning models, the observations are so dependent and non-stationary that one may wonder what the classical Maxim…
Pair-Matching: Links Prediction with Adaptive Queries
Christophe Giraud, Yann Issartel, Luc Lehéricy +1
The pair-matching problem appears in many applications where one wants to discover good matches between pairs of entities or individuals. Formally, the set of individuals is repres…