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07/17/2023
A benchmark of categorical encoders for binary classification
Categorical encoders transform categorical features into numerical repre...
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06/22/2023
Adaptive Bernstein Change Detector for High-Dimensional Data Streams
Change detection is of fundamental importance when analyzing data stream...
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06/12/2023
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals
We study the stochastic Budgeted Multi-Armed Bandit (MAB) problem, where...
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12/25/2021
Pedagogical Rule Extraction for Learning Interpretable Models
Machine-learning models are ubiquitous. In some domains, for instance, i...
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10/03/2019