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cs.LG2022
Clustering-based Imputation for Dropout Buyers in Large-scale Online Experimentation
Sumin Shen, Huiying Mao, Zezhong Zhang +3
In online experimentation, appropriate metrics (e.g., purchase) provide strong evidence to support hypotheses and enhance the decision-making process. However, incomplete metrics a…
cs.LG2019★ 1 cited
Efficient Multivariate Bandit Algorithm with Path Planning
Keyu Nie, Zezhong Zhang, Ted Tao Yuan +2
In this paper, we solve the arms exponential exploding issue in multivariate Multi-Armed Bandit (Multivariate-MAB) problem when the arm dimension hierarchy is considered. We propos…