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Managing and learning with multiple models: Objectives and optimization algorithms

Authors William J. M. Probert, C.E. Hauser, E. McDonald-Madden, M.C. Runge, P.W.J. Baxter, H.P. Possingham ...

Why Multi-Task Learning Reduces Accuracy: The Mathematical Inevitability of Simultaneous Optimization for Multiple Objectives

If foundation models like CNNs and BERT are strong at multiple tasks, then training them on multiple tasks simultaneously ...