Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods

Gabriel R. Lencione, Fernando J. Von Zuben

This paper introduces two novel approaches for Online Multi-Task Learning (MTL) Regression Problems. We employ a high performance graph-based MTL formulation and develop two altern…