23 citations · 57 across the 29 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.LG2017★ 23 cited
On Kernelized Multi-armed Bandits
Sayak Ray Chowdhury, Aditya Gopalan
We consider the stochastic bandit problem with a continuous set of arms, with the expected reward function over the arms assumed to be fixed but unknown. We provide two new Gaussia…
cs.LG2017
Misspecified Linear Bandits
Avishek Ghosh, Sayak Ray Chowdhury, Aditya Gopalan
We consider the problem of online learning in misspecified linear stochastic multi-armed bandit problems. Regret guarantees for state-of-the-art linear bandit algorithms such as Op…