Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning

Rafael Peres da Silva, Chayaporn Suphavilai, Niranjan Nagarajan

Multi-task learning (MTL) is frequently used in settings where a target task has to be learnt based on limited training data, but knowledge can be leveraged from related auxiliary…