Guillaume Ausset

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

K Nearest Neighbor

Uniform Convergence

Top Venues

J. Mach. Learn. Res.

Publications

Guillaume Ausset, Stéphan Clémençon, François Portier
Empirical Risk Minimization under Random Censorship. J. Mach. Learn. Res. 23 (2022)
Guillaume Ausset, Stéphan Clémençon, François Portier
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications. AISTATS (2021)
Guillaume Ausset, Tom Ciffreo, François Portier, Stéphan Clémençon, Timothée Papin
Individual Survival Curves with Conditional Normalizing Flows. DSAA (2021)
Guillaume Ausset, Tom Ciffreo, François Portier, Stéphan Clémençon, Timothée Papin
Individual Survival Curves with Conditional Normalizing Flows. CoRR (2021)
Guillaume Ausset, Stéphan Clémençon, François Portier
Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications. CoRR (2020)
Guillaume Ausset, Stéphan Clémençon, François Portier
Empirical Risk Minimization under Random Censorship: Theory and Practice. CoRR (2019)