144 citations · 525 across the 23 of their papers we have counts for
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math.ST2018
Optimal input potential functions in the interacting particle system method
H. Chraibi, A. Dutfoy, T. Galtier +1
The assessment of the probability of a rare event with a naive Monte-Carlo method is computationally intensive, so faster estimation or variance reduction methods are needed. We fo…
math.ST2012★ 3 cited
Regularity dependence of the rate of convergence of the learning curve for Gaussian process regression
Loic Le Gratiet, Josselin Garnier
This paper deals with the speed of convergence of the learning curve in a Gaussian process regression framework. The learning curve describes the average generalization error of th…