Near-optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
arXiv:2605.00473v1 Announce Type: new
Abstract: Multi-task learning (MTL) has emerged as a pivotal paradigm in machine learning by leveraging shared structures across multiple related tasks. Despite its empirical success, the development of likelihood…