Learn how gradient descent really works by building it step by step in Python. No libraries, no shortcuts—just pure math and code made simple.

Synergizing derivative-free optimization via model-free RL and gradient calculation via implicit function differentiation can create new avenues for scalable and efficient solution of bilevel problems ...

Prior efforts to develop hardware for optimization problems have involved Ising machines, a category of hardware solvers that incorporate the Ising model to find the absolute or approximate “ground ...

In this letter, we propose a bio-inspired derivative-free optimization algorithm capable of minimizing objective functions with vanishing or exploding gradients. The proposed method searches for ...

Younger330 changed the title one of the variables needed for gradient computation has been modified by an inplace operation [bug] one of the variables needed for gradient computation has been modified ...