177 citations · 349 across the 12 of their papers we have counts for
3 papers · 1 filter
A/B/n Testing with Control in the Presence of Subpopulations
Yoan Russac, Christina Katsimerou, Dennis Bohle +3
Motivated by A/B/n testing applications, we consider a finite set of distributions (called \emph{arms}), one of which is treated as a \emph{control}. We assume that the population…
Fast Rate Learning in Stochastic First Price Bidding
Juliette Achddou, Olivier Cappé, Aurélien Garivier
First-price auctions have largely replaced traditional bidding approaches based on Vickrey auctions in programmatic advertising. As far as learning is concerned, first-price auctio…
On Limited-Memory Subsampling Strategies for Bandits
Dorian Baudry, Yoan Russac, Olivier Cappé
There has been a recent surge of interest in nonparametric bandit algorithms based on subsampling. One drawback however of these approaches is the additional complexity required by…