Multi-task learning on the edge: cost-efficiency and theoretical optimality

Sami Fakhry, Romain Couillet, Malik Tiomoko

This article proposes a distributed multi-task learning (MTL) algorithm based on supervised principal component analysis (SPCA) which is: (i) theoretically optimal for Gaussian mix…