70 citations · 123 across the 13 of their papers we have counts for
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stat.ML2022★ 1 cited
Transfer Learning for Contextual Multi-armed Bandits
Changxiao Cai, T. Tony Cai, Hongzhe Li
Motivated by a range of applications, we study in this paper the problem of transfer learning for nonparametric contextual multi-armed bandits under the covariate shift model, wher…
stat.ME2022★ 1 cited
A Locally Adaptive Algorithm for Multiple Testing with Network Structure
Ziyi Liang, T. Tony Cai, Wenguang Sun +1
Incorporating auxiliary information alongside primary data can significantly enhance the accuracy of simultaneous inference. However, existing multiple testing methods face challen…
stat.ME2022★ 2 cited
Estimation and Inference with Proxy Data and its Genetic Applications
Sai Li, T. Tony Cai, Hongzhe Li
Existing high-dimensional statistical methods are largely established for analyzing individual-level data. In this work, we study estimation and inference for high-dimensional line…