11 citations · 49 across the 26 of their papers we have counts for
3 papers · 1 filter
Game of arrivals at a two queue network with heterogeneous customer routes
Agniv Bandyopadhyay, Sandeep Juneja
We consider a queuing network that opens at a specified time, where customers are non-atomic and belong to different classes. Each class has its own route, and as is typical in the…
Optimal Best-Arm Identification in Bandits with Access to Offline Data
Shubhada Agrawal, Sandeep Juneja, Karthikeyan Shanmugam +1
Learning paradigms based purely on offline data as well as those based solely on sequential online learning have been well-studied in the literature. In this paper, we consider com…
Best arm identification in rare events
Anirban Bhattacharjee, Sushant Vijayan, Sandeep K Juneja
We consider the best arm identification problem in the stochastic multi-armed bandit framework where each arm has a tiny probability of realizing large rewards while with overwhelm…