27 citations · 54 across the 18 of their papers we have counts for
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stat.ML2022★ 2 cited
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
Rémi Leluc, François Portier, Johan Segers +1
Driven by several successful applications such as in stochastic gradient descent or in Bayesian computation, control variates have become a major tool for Monte Carlo integration.…
math.ST2022★ 1 cited
On the bias of K-fold cross validation with stable learners
Anass Aghbalou, François Portier, Anne Sabourin
This paper investigates the efficiency of the K-fold cross-validation (CV) procedure and a debiased version thereof as a means of estimating the generalization risk of a learning a…