54 citations · 180 across the 26 of their papers we have counts for
Showing 2011 · math.STShow all
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math.ST2011★ 50 cited
Robust empirical mean Estimators
M. Lerasle, R. I. Oliveira
We study robust estimators of the mean of a probability measure , called robust empirical mean estimators. This elementary construction is then used to revisit a problem of aggr…
math.ST2011★ 1 cited
Oracle approach and slope heuristic in context tree estimation
A. Garivier, M. Lerasle
We introduce a general approach to prove oracle properties in context tree selection. The results derive from a concentration condition that is verified, for example, by mixing pro…
math.ST2011★ 8 cited
Sharp oracle inequalities and slope heuristic for specification probabilities estimation in discrete random fields
Matthieu Lerasle, Daniel Y. Takahashi
We study the problem of estimating the one-point specification probabilities in non-necessary finite discrete random fields from partially observed independent samples. Our procedu…