Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes

Yuyang Wang, Roni Khardon, Pavlos Protopapas

Multi-task learning leverages shared information among data sets to improve the learning performance of individual tasks. The paper applies this framework for data where each task…