In this paper, we propose the Bi-Sub-Gradient (Bi-SG) method, which is a...
We focus on the task of approximating the optimal value function in deep...
We study the convergence behavior of the celebrated temporal-difference ...
In this paper, we aim at unifying, simplifying, and improving the conver...
We propose an algorithm for the Wireless Sensor Network localization pro...
Backtracking line-search is an old yet powerful strategy for finding bet...
Motivated by matrix recovery problems such as Robust Principal Component...
We focus on nonconvex and nonsmooth minimization problems with a composi...