Self-Scaled Broyden Family of Quasi-Newton Methods in JAX

Ivan Bioli, Mikel Mendibe Abarrategi

We present a JAX implementation of the Self-Scaled Broyden family of quasi-Newton methods, fully compatible with JAX and building on the Optimistix~\cite{rader_optimistix_2024} opt…