5 citations · 11 across the 10 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021
Zeroth-order non-convex learning via hierarchical dual averaging
Amélie Héliou, Matthieu Martin, Panayotis Mertikopoulos +1
We propose a hierarchical version of dual averaging for zeroth-order online non-convex optimization - i.e., learning processes where, at each stage, the optimizer is facing an unkn…
math.OC2021★ 3 cited
About evaluation metrics for contextual uplift modeling
Christophe Renaudin, Matthieu Martin
In this tech report we discuss the evaluation problem of contextual uplift modeling from the causal inference point of view. More particularly, we instantiate the individual treatm…