9 citations · 15 across the 6 of their papers we have counts for
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cs.LG2021
Policy Optimization Using Semi-parametric Models for Dynamic Pricing
Jianqing Fan, Yongyi Guo, Mengxin Yu
In this paper, we study the contextual dynamic pricing problem where the market value of a product is linear in its observed features plus some market noise. Products are sold one…
stat.ML2021★ 9 cited
Machine Learning for Variance Reduction in Online Experiments
Yongyi Guo, Dominic Coey, Mikael Konutgan +3
We consider the problem of variance reduction in randomized controlled trials, through the use of covariates correlated with the outcome but independent of the treatment. We propos…