Hazan

New ML optimization techniques tackle nonconvex problems and PDE solvers

Researchers have developed new methods for optimizing machine learning algorithms, particularly in the context of nonconvex optimization and scientific computing. One paper introduces a black-box online-to-nonconvex con…