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09/01/2023
Learning Risk Preferences in Markov Decision Processes: an Application to the Fourth Down Decision in Football
For decades, National Football League (NFL) coaches' observed fourth dow...
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08/03/2023
Miss It Like Messi: Extracting Value from Off-Target Shots in Soccer
Measuring soccer shooting skill is a challenging analytics problem due t...
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04/16/2021
Inverse Bayesian Optimization: Learning Human Search Strategies in a Sequential Optimization Task
Bayesian optimization is a popular algorithm for sequential optimization...
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12/11/2019
Measuring Spatial Allocative Efficiency in Basketball
Every shot in basketball has an opportunity cost; one player's shot elim...
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12/12/2018