27 citations · 113 across the 17 of their papers we have counts for
17 papers
Continuum-armed Bandit Optimization with Batch Pairwise Comparison Oracles
Xiangyu Chang, Xi Chen, Yining Wang +1
This paper studies a bandit optimization problem where the goal is to maximize a function over periods for some unknown strongly concave function . We consider a new…
Dynamic Pricing with Adversarially-Censored Demands
Jianyu Xu, Yining Wang, Xi Chen +1
We study an online dynamic pricing problem where the potential demand at each time period is stochastic and dependent on the price. However, a perishable inventor…
A Re-solving Heuristic for Dynamic Assortment Optimization with Knapsack Constraints
Xi Chen, Mo Liu, Yining Wang +1
In this paper, we consider a multi-stage dynamic assortment optimization problem with multi-nomial choice modeling (MNL) under resource knapsack constraints. Given the current reso…
Network Revenue Management with Demand Learning and Fair Resource-Consumption Balancing
Xi Chen, Jiameng Lyu, Yining Wang +1
In addition to maximizing the total revenue, decision-makers in lots of industries would like to guarantee balanced consumption across different resources. For instance, in the ret…
Active Learning for Contextual Search with Binary Feedbacks
Xi Chen, Quanquan Liu, Yining Wang
In this paper, we study the learning problem in contextual search, which is motivated by applications such as first-price auction, personalized medicine experiments, and feature-ba…
Differential Privacy in Personalized Pricing with Nonparametric Demand Models
Xi Chen, Sentao Miao, Yining Wang
In the recent decades, the advance of information technology and abundant personal data facilitate the application of algorithmic personalized pricing. However, this leads to the g…