PILOT: Policy-Informed Learned Optimization for Adaptive Deep Network Training

Sattam Altuuaim, Lama Ayash, Muhammad Mubashar +1

Despite the central role of optimization in deep learning, most optimizers rely on update structures whose functional form is fixed before training begins. This static design can l…