Distributed Stochastic Multi-Task Learning with Graph Regularization

Weiran Wang, Jialei Wang, Mladen Kolar +1

We propose methods for distributed graph-based multi-task learning that are based on weighted averaging of messages from other machines. Uniform averaging or diminishing stepsize i…