2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Safety Aware Changepoint Detection for Piecewise i.i.d. Bandits
Subhojyoti Mukherjee
In this paper, we consider the setting of piecewise i.i.d. bandits under a safety constraint. In this piecewise i.i.d. setting, there exists a finite number of changepoints where t…
stat.ML2021
Nearly Optimal Algorithms for Level Set Estimation
Blake Mason, Romain Camilleri, Subhojyoti Mukherjee +3
The level set estimation problem seeks to find all points in a domain where the value of an unknown function exceeds a threshold .…
cs.LG2019★ 2 cited
Distribution-dependent and Time-uniform Bounds for Piecewise i.i.d Bandits
Subhojyoti Mukherjee, Odalric-Ambrym Maillard
We consider the setup of stochastic multi-armed bandits in the case when reward distributions are piecewise i.i.d. and bounded with unknown changepoints. We focus on the case when…