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cs.LG2024
Learning Decisions Offline from Censored Observations with ε-insensitive Operational Costs
Minxia Chen, Ke Fu, Teng Huang +1
Many important managerial decisions are made based on censored observations. Making decisions without adequately handling the censoring leads to inferior outcomes. We investigate t…
cs.LG2019
JANOS: An Integrated Predictive and Prescriptive Modeling Framework
David Bergman, Teng Huang, Philip Brooks +2
Business research practice is witnessing a surge in the integration of predictive modeling and prescriptive analysis. We describe a modeling framework JANOS that seamlessly integra…