"Neural Networks" Don't Work
https://communemag.com/optimize-what/> The course is about “deep neural networks,” a popular class of machine-learning models powered at their core by various optimization techniques. However, the optimization paradigms used here are not of the planning variety. The algorithm designer picks a heuristic objective function that incentivizes a good model, but there are no constraints, and there...