papers
Publications (8)
math.OC2019
Model Function Based Conditional Gradient Method with Armijo-like Line Search
Yura Malitsky, Peter Ochs
math.OC2016
Techniques for Gradient Based Bilevel Optimization with Nonsmooth Lower Level Problems
Peter Ochs, René Ranftl, Thomas Brox +1
math.OC2018
On Quasi-Newton Forward--Backward Splitting: Proximal Calculus and Convergence
Stephen Becker, Jalal Fadili, Peter Ochs
math.OC2017
Unifying abstract inexact convergence theorems and block coordinate variable metric iPiano
Peter Ochs
cs.CV2014
iPiano: Inertial Proximal Algorithm for Non-Convex Optimization
Peter Ochs, Yunjin Chen, Thomas Brox +1
cs.CV2018
Lifting Layers: Analysis and Applications
Peter Ochs, Tim Meinhardt, Laura Leal-Taixe +1
math.OC2019
Adaptive FISTA for Non-convex Optimization
Peter Ochs, Thomas Pock
math.OC2018
Local Convergence of the Heavy-ball Method and iPiano for Non-convex Optimization
Peter Ochs