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Fixed-Budget Best-Arm Identification in Structured Bandits
We analyze our algorithm in linear and generalized linear models (GLMs), and propose a practical implementation based on a G-optimal design.
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making
In recent years, automated data-driven decision-making systems have enjoyed a tremendous success in a variety of fields (e. g., to make product recommendations, or to guide the production of entertainment).
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