4 citations · 8 across the 5 of their papers we have counts for
5 papers
Personalized Pricing with Invalid Instrumental Variables: Identification, Estimation, and Policy Learning
Rui Miao, Zhengling Qi, Cong Shi +1
Pricing based on individual customer characteristics is widely used to maximize sellers' revenues. This work studies offline personalized pricing under endogeneity using an instrum…
PASTA: Pessimistic Assortment Optimization
Juncheng Dong, Weibin Mo, Zhengling Qi +3
We consider a class of assortment optimization problems in an offline data-driven setting. A firm does not know the underlying customer choice model but has access to an offline da…
Clustering Trust Dynamics in a Human-Robot Sequential Decision-Making Task
Shreyas Bhat, Joseph B. Lyons, Cong Shi +1
In this paper, we present a framework for trust-aware sequential decision-making in a human-robot team. We model the problem as a finite-horizon Markov Decision Process with a rewa…
Dynamic Allocation Problems in Loss Network Systems with Advanced Reservation
Retsef Levi, Cong Shi
We consider a class of well-known dynamic resource allocation models in loss network systems with advanced reservation. The most important performance measure in any loss network s…
Approximation Algorithms for Inventory Problems with Submodular or Routing Costs
Viswanath Nagarajan, Cong Shi
We consider the following two deterministic inventory optimization problems over a finite planning horizon with non-stationary demands. (a) Submodular Joint Replenishment Probl…