177 citations · 551 across the 52 of their papers we have counts for
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stat.ML2017★ 8 cited
Efficient tracking of a growing number of experts
Jaouad Mourtada, Odalric-Ambrym Maillard
We consider a variation on the problem of prediction with expert advice, where new forecasters that were unknown until then may appear at each round. As often in prediction with ex…
stat.ML2017★ 21 cited
Streaming kernel regression with provably adaptive mean, variance, and regularization
Audrey Durand, Odalric-Ambrym Maillard, Joelle Pineau
We consider the problem of streaming kernel regression, when the observations arrive sequentially and the goal is to recover the underlying mean function, assumed to belong to an R…
stat.ML2017
Boundary Crossing Probabilities for General Exponential Families
Odalric-Ambrym Maillard
We consider parametric exponential families of dimension on the real line. We study a variant of \textit{boundary crossing probabilities} coming from the multi-armed bandit lit…