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02/16/2021
The Randomized Elliptical Potential Lemma with an Application to Linear Thompson Sampling
In this note, we introduce a randomized version of the well-known ellipt...
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06/11/2020
On Worst-case Regret of Linear Thompson Sampling
In this paper, we consider the worst-case regret of Linear Thompson Samp...
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02/24/2020
Optimal and Greedy Algorithms for Multi-Armed Bandits with Many Arms
We characterize Bayesian regret in a stochastic multi-armed bandit probl...
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02/12/2020
A General Framework to Analyze Stochastic Linear Bandit
In this paper we study the well-known stochastic linear bandit problem w...
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06/16/2019
Multi-scale Embedded CNN for Music Tagging (MsE-CNN)
Convolutional neural networks (CNN) recently gained notable attraction i...
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04/18/2019