2 papers
stat.ML2023
Federated Covariate Shift Adaptation for Missing Target Output Values
Yaqian Xu, Wenquan Cui, Jianjun Xu +1
The most recent multi-source covariate shift algorithm is an efficient hyperparameter optimization algorithm for missing target output. In this paper, we extend this algorithm to t…
stat.CO2023
Online Kernel Sliced Inverse Regression
Wenquan Cui, Yue Zhao, Jianjun Xu +1
Online dimension reduction is a common method for high-dimensional streaming data processing. Online principal component analysis, online sliced inverse regression, online kernel p…