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cs.LG2026
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…
cs.LG2025
Online Regularized Statistical Learning in Reproducing Kernel Hilbert Space With Non-Stationary Data
Xiwei Zhang, Yan Chen, Tao Li
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…