An Inexact Frank-Wolfe Algorithm for Composite Convex Optimization Involving a Self-Concordant Function

Nimita Shinde, Vishnu Narayanan, James Saunderson

In this paper, we consider Frank-Wolfe-based algorithms for composite convex optimization problems with objective involving a logarithmically-homogeneous, self-concordant functions…