research
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06/05/2021
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
The stochastic contextual bandit problem, which models the trade-off bet...
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06/05/2021
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
Stochastic linear contextual bandit algorithms have substantial applicat...
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06/07/2020
An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling
We consider the contextual bandit problem, where a player sequentially m...
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02/13/2020
