Operator convexity along lines, self-concordance, and sandwiched Rényi entropies

Kerry He, James Saunderson, Hamza Fawzi

Barrier methods play a central role in the theory and practice of convex optimization. One of the most general and successful analyses of barrier methods for convex optimization, d…