Designing Cancellation Policy for Perishable and Capacity-constrained Products: the Case of Airbnb, with Paul Ellickson and Yufeng Huang. (To be submitted to Marketing Science)
Variational Inference and Deep Learning-based Estimation for Stationary Dynamic Discrete Choice Models, with Paul Ellickson. (To be submitted to Quantitative Marketing and Economics)
Work in Progress
Variational Inference and Deep Learning-based Estimation for Non-stationary Dynamic Discrete Choice Models: Application to Dynamic Coupon Targeting, with Paul Ellickson. (WCAI-Wharton Customer Analytics Initiative Research Opportunity Grant Award)
Scaling up (Quasi-)Bayesian Estimation with Deep Learning.
Deep Learning for Implicitly Differentiable Structural Models.
Breaking ``Winner's Curse'' in Targeted Marketing.
Information Disclosure, Social Interactions and Polarization: Theory and Empirical Evidence, with Ziyao Tang.