18 citations · 51 across the 4 of their papers we have counts for
4 papers
Distributed Convex Optimization with Many Convex Constraints
Joachim Giesen, Sören Laue
We address the problem of solving convex optimization problems with many convex constraints in a distributed setting. Our approach is based on an extension of the alternating direc…
Generating massive complex networks with hyperbolic geometry faster in practice
Moritz von Looz, Mustafa Özdayi, Sören Laue +1
Generative network models play an important role in algorithm development, scaling studies, network analysis, and realistic system benchmarks for graph data sets. The commonly used…
A Hybrid Algorithm for Convex Semidefinite Optimization
Soeren Laue
We present a hybrid algorithm for optimizing a convex, smooth function over the cone of positive semidefinite matrices. Our algorithm converges to the global optimal solution and c…
Geometric Set Cover and Hitting Sets for Polytopes in
Sören Laue
Suppose we are given a finite set of points in and a collection of polytopes that are all translates of the same polytope . We consider two problems in…