Learning to Optimize by Differentiable Programming

Liping Tao, Xindi Tong, Chee Wei Tan

Solving massive-scale optimization problems requires scalable first-order methods with low per-iteration cost. This tutorial highlights a shift in optimization: using differentiabl…