4 citations · 6 across the 2 of their papers we have counts for
3 papers
Individual Survival Curves with Conditional Normalizing Flows
Guillaume Ausset, Tom Ciffreo, Francois Portier +2
Survival analysis, or time-to-event modelling, is a classical statistical problem that has garnered a lot of interest for its practical use in epidemiology, demographics or actuari…
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
Guillaume Ausset, Stephan Clémençon, François Portier
Motivated by a wide variety of applications, ranging from stochastic optimization to dimension reduction through variable selection, the problem of estimating gradients accurately…
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…