No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms

Max Vladymyrov

Nonlinear embedding manifold learning methods provide invaluable visual insights into the structure of high-dimensional data. However, due to a complicated nonconvex objective func…