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08/29/2023
Exploiting Problem Geometry in Safe Linear Bandits
The safe linear bandit problem is a version of the classic linear bandit...
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05/01/2023
The Impact of the Geometric Properties of the Constraint Set in Safe Optimization with Bandit Feedback
We consider a safe optimization problem with bandit feedback in which an...
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06/28/2021
Robust Distributed Optimization With Randomly Corrupted Gradients
In this paper, we propose a first-order distributed optimization algorit...
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07/01/2019