Optimization on manifolds: A symplectic approach

Guilherme França, Alessandro Barp, Mark Girolami +1

Optimization tasks are crucial in statistical machine learning. Recently, there has been great interest in leveraging tools from dynamical systems to derive accelerated and robust…