Cross-Learning from Scarce Data via Multi-Task Constrained Optimization

Leopoldo Agorio, Juan Cerviño, Miguel Calvo-Fullana +2

A learning task, understood as the problem of fitting a parametric model from supervised data, fundamentally requires the dataset to be large enough to be representative of the und…