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Found 2 papers, 1 papers with code
Performance of regression models as a function of experiment noise
A challenge in developing machine learning regression models is that it is difficult to know whether maximal performance has been reached on a particular dataset, or whether further model improvement is possible.
Quick Best Action Identification in Linear Bandit Problems
In the considered best action identification problem, instead of minimizing the accumulative regret as done in existing works, the learner aims to obtain an accurate estimate of the underlying parameter based on his action and reward sequences.
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