Finally, we focus on stochastic optimization and exploit this new tool to prove almost sure convergence of the popular Stochastic Averaged Gradient and SAGA algorithms in a general nonconvex framework ...
A specific challenge in this context involves codesigning the nonconvex phase shifts for RIS and a precoding matrix with a complex sphere constraint, where these coupled variables are used to ...