7 citations · 7 across the 2 of their papers we have counts for
2 papers
stat.ML2024
Distributed Learning with Discretely Observed Functional Data
Jiading Liu, Lei Shi
By selecting different filter functions, spectral algorithms can generate various regularization methods to solve statistical inverse problems within the learning-from-samples fram…
stat.ML2022★ 7 cited
Statistical Optimality of Divide and Conquer Kernel-based Functional Linear Regression
Jiading Liu, Lei Shi
Previous analysis of regularized functional linear regression in a reproducing kernel Hilbert space (RKHS) typically requires the target function to be contained in this kernel spa…