2 papers
cs.LG2024
Online Regularized Statistical Learning in Reproducing Kernel Hilbert Space With Non-Stationary Data
Yan Chen, Tao Li, Xiwei Zhang
We study recursive regularized learning algorithms in the reproducing kernel Hilbert space (RKHS) with non-stationary online data streams. We introduce the concept of a random Tikh…
cs.LG2023
Decentralized Online Learning for Random Inverse Problems Over Graphs
Xiwei Zhang, Tao Li, Yan Chen +1
We propose a decentralized online learning algorithm for distributed random inverse problems over network graphs with online measurements, and unifies the distributed parameter est…