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06/29/2023
Kernel ε-Greedy for Contextual Bandits
We consider a kernelized version of the ϵ-greedy strategy for contextual...
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08/16/2022
Predictions of damages from Atlantic tropical cyclones: a hierarchical Bayesian study on extremes
Bayesian hierarchical models are proposed for modeling tropical cyclone ...
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11/13/2020
Adaptive estimation of a function from its Exponential Radon Transform in presence of noise
In this article we propose a locally adaptive strategy for estimating a ...
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05/26/2020
To update or not to update? Delayed Nonparametric Bandits with Randomized Allocation
Delayed rewards problem in contextual bandits has been of interest in va...
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02/03/2019