Multi-task Bias-Variance Trade-off Through Functional Constraints

Juan Cervino, Juan Andres Bazerque, Miguel Calvo-Fullana +1

Multi-task learning aims to acquire a set of functions, either regressors or classifiers, that perform well for diverse tasks. At its core, the idea behind multi-task learning is t…