Improved Convergence Rates for Stochastic Multi-Gradient Descent which Close the Gap: A Proof by AI

Lisha Chen

For smooth nonconvex stochastic multi-objective optimization, stochastic multi-gradient descent (SMG) computes an approximate steepest common descent direction of the objectives fr…