Learning predictive choice models for decision optimization

• Main Authors: Waheed Noor, M. N. Dailey, Peter Haddawy
• Other Authors: Asian Institute of Technology Thailand
• Format: Article
• Published: 2018
• Subjects: Computer Science
• Online Access: https://repository.li.mahidol.ac.th/handle/123456789/33751
• Institution: Mahidol University

Probabilistic predictive models are often used in decision optimization applications. Optimal decision making in these applications critically depends on the performance of the predictive models, especially the accuracy of their probability estimates. In this paper, we propose a probabilistic model...