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07/13/2023
An Improved Uniform Convergence Bound with Fat-Shattering Dimension
The fat-shattering dimension characterizes the uniform convergence prope...
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05/30/2023
Delayed Bandits: When Do Intermediate Observations Help?
We study a K-armed bandit with delayed feedback and intermediate observa...
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05/24/2023
On the Minimax Regret for Online Learning with Feedback Graphs
In this work, we improve on the upper and lower bounds for the regret of...
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10/09/2022
Learning on the Edge: Online Learning with Stochastic Feedback Graphs
The framework of feedback graphs is a generalization of sequential decis...
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10/14/2019
