4 citations · 4 across the 4 of their papers we have counts for
4 papers
Kernel -Greedy for Multi-Armed Bandits with Covariates
Sakshi Arya, Bharath K. Sriperumbudur
We consider the -greedy strategy for the multi-arm bandit with covariates (MABC) problem, where the mean reward functions are assumed to lie in a reproducing kernel Hilbert spac…
Predictions of damages from Atlantic tropical cyclones: a hierarchical Bayesian study on extremes
Lindsey Dietz, Sakshi Arya, Vishal Subedi +2
Bayesian hierarchical models are proposed for modeling tropical cyclone characteristics and their damage potential in the Atlantic basin. We model the joint probability distributio…
To update or not to update? Delayed Nonparametric Bandits with Randomized Allocation
Sakshi Arya, Yuhong Yang
Delayed rewards problem in contextual bandits has been of interest in various practical settings. We study randomized allocation strategies and provide an understanding on how the…
Randomized Allocation with Nonparametric Estimation for Contextual Multi-Armed Bandits with Delayed Rewards
Sakshi Arya, Yuhong Yang
We study a multi-armed bandit problem with covariates in a setting where there is a possible delay in observing the rewards. Under some mild assumptions on the probability distribu…