Monotonic Transformation Invariant Multi-task Learning

Surya Murthy, Kushagra Gupta, Mustafa O. Karabag +2

Multi-task learning (MTL) algorithms typically rely on schemes that combine different task losses or their gradients through weighted averaging. These methods aim to find Pareto st…