27 citations · 113 across the 17 of their papers we have counts for
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stat.ML2021
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…
stat.ML2021★ 5 cited
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…
stat.ML2021★ 6 cited
Adversarial Combinatorial Bandits with General Non-linear Reward Functions
Xi Chen, Yanjun Han, Yining Wang
In this paper we study the adversarial combinatorial bandit with a known non-linear reward function, extending existing work on adversarial linear combinatorial bandit. {The advers…