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This unique textbook explicitly addresses the intersection of advanced analytics and procurement. It is motivated by one core question: How can firms generate (economic) value from procurement data? It demonstrates that procurement is one of the major functions within a firm where data...
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decision theory by training 69 artificial intelligence models on a dataset of 7080 human decisions in extensive form games. The … decision makers, a crucial aspect of our 'Theory of Mind'. We show that key psychological features, such as the Weber … objective is to compare the predictive power of AIs that use a representation of another agent's decision-making process in …
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How to sample training/validation data is an important question for machine learning models, especially when the dataset is heterogeneous and skewed. In this paper, we propose a data sampling method that robustly selects training/validation data. We formulate the training/validation data...
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