Haggai Maron

Multi-Task Learning as a Bargaining Game

2022 · arXiv (Cornell University)

In Multi-task learning (MTL), a joint model is trained to simultaneously make predictions for several tasks. Joint training reduces computation costs and improves data efficiency; however, since the gradients of these different tasks may conflict, …