154 citations · 474 across the 50 of their papers we have counts for
Showing 2022 · stat.MLShow all
2 papers · 2 filters
stat.ML2022★ 5 cited
Causal Bandits for Linear Structural Equation Models
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri +1
This paper studies the problem of designing an optimal sequence of interventions in a causal graphical model to minimize cumulative regret with respect to the best intervention in…
stat.ML2022★ 3 cited
SPRT-based Efficient Best Arm Identification in Stochastic Bandits
Arpan Mukherjee, Ali Tajer
This paper investigates the best arm identification (BAI) problem in stochastic multi-armed bandits in the fixed confidence setting. The general class of the exponential family of…