activity
20152026
most citedBregman Proximal Framework for Deep Linear Neural Networks

5 citations · 9 across the 19 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

math.OC2017

A Nonconvex Proximal Splitting Algorithm under Moreau-Yosida Regularization

Emanuel Laude, Tao Wu, Daniel Cremers

We tackle highly nonconvex, nonsmooth composite optimization problems whose objectives comprise a Moreau-Yosida regularized term. Classical nonconvex proximal splitting algorithms,…

cs.LG2017

Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs

Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer +5

This paper introduces a novel algorithm for transductive inference in higher-order MRFs, where the unary energies are parameterized by a variable classifier. The considered task is…