Trace norm regularization for multi-task learning with scarce data

Etienne Boursier, Mikhail Konobeev, Nicolas Flammarion

Multi-task learning leverages structural similarities between multiple tasks to learn despite very few samples. Motivated by the recent success of neural networks applied to data-s…