54 citations · 104 across the 27 of their papers we have counts for
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cs.LG2018
Uncertain Trees: Dealing with Uncertain Inputs in Regression Trees
Myriam Tami, Marianne Clausel, Emilie Devijver +4
Tree-based ensemble methods, as Random Forests and Gradient Boosted Trees, have been successfully used for regression in many applications and research studies. Furthermore, these…
math.ST2018
Maxiset point of view for signal detection in inverse problems
Florent Autin, Marianne Clausel, Jean-Marc Freyermuth +1
This paper extends the successful maxiset paradigm from function estimation to signal detection in inverse problems. In this context, the maxisets do not have the same shape compar…