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02/01/2023
Iterative Deepening Hyperband
Hyperparameter optimization (HPO) is concerned with the automated search...
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12/01/2022
AC-Band: A Combinatorial Bandit-Based Approach to Algorithm Configuration
We study the algorithm configuration (AC) problem, in which one seeks to...
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02/09/2022
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
We consider the combinatorial bandits problem with semi-bandit feedback ...
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02/03/2022