3 citations · 3 across the 3 of their papers we have counts for
5 papers
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…
Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction
Cheng Liang, Teng Huang, Yi He +3
User behavior data produced during interaction with massive items in the significant data era are generally heterogeneous and sparse, leaving the recommender system (RS) a large di…
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…
Template-based Minor Embedding for Adiabatic Quantum Optimization
Thiago Serra, Teng Huang, Arvind Raghunathan +1
Quantum Annealing (QA) can be used to quickly obtain near-optimal solutions for Quadratic Unconstrained Binary Optimization (QUBO) problems. In QA hardware, each decision variable…
Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products
Teng Huang, David Bergman, Ram Gopal
In this paper, we study an analytical approach to selecting expansion locations for retailers selling add-on products whose demand is derived from the demand of another base produc…