Unifying Width-Reduced Methods for Quasi-Self-Concordant Optimization

Deeksha Adil, Brian Bullins, Sushant Sachdeva

We provide several algorithms for constrained optimization of a large class of convex problems, including softmax, ${\ell }_p$ regression, and logistic regression. Central to our appr…