27 citations · 54 across the 18 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
cs.LG2019★ 4 cited
Empirical Risk Minimization under Random Censorship: Theory and Practice
Guillaume Ausset, Stéphan Clémençon, François Portier
We consider the classic supervised learning problem, where a continuous non-negative random label (i.e. a random duration) is to be predicted based upon observing a random vect…
math.ST2019
Control variate selection for Monte Carlo integration
Rémi Leluc, François Portier, Johan Segers
Monte Carlo integration with variance reduction by means of control variates can be implemented by the ordinary least squares estimator for the intercept in a multiple linear regre…