3.5k citations · 4.1k across the 23 of their papers we have counts for
Showing 2012Show all
2 papers · 1 filter
math.ST2012★ 54 cited
Choice of V for V-Fold Cross-Validation in Least-Squares Density Estimation
Sylvain Arlot, Matthieu Lerasle
This paper studies V-fold cross-validation for model selection in least-squares density estimation. The goal is to provide theoretical grounds for choosing V in order to minimize t…
math.ST2012★ 138 cited
A Kernel Multiple Change-point Algorithm via Model Selection
Sylvain Arlot, Alain Celisse, Zaid Harchaoui
We tackle the change-point problem with data belonging to a general set. We build a penalty for choosing the number of change-points in the kernel-based method of Harchaoui and Cap…