157 citations · 421 across the 63 of their papers we have counts for
9 papers · 1 filter
Exactly Solving the Maximum Weight Independent Set Problem on Large Real-World Graphs
Sebastian Lamm, Christian Schulz, Darren Strash +2
One powerful technique to solve NP-hard optimization problems in practice is branch-and-reduce search---which is branch-and-bound that intermixes branching with reductions to decre…
Reproducible data citations for computational research
Christian Schulz
The general purpose of a scientific publication is the exchange and spread of knowledge. A publication usually reports a scientific result and tries to convince the reader that it…
Shared-memory Exact Minimum Cuts
Monika Henzinger, Alexander Noe, Christian Schulz
The minimum cut problem for an undirected edge-weighted graph asks us to divide its set of nodes into two blocks while minimizing the weight sum of the cut edges. In this paper, we…
Scalable Edge Partitioning
Sebastian Schlag, Christian Schulz, Daniel Seemaier +1
Edge-centric distributed computations have appeared as a recent technique to improve the shortcomings of think-like-a-vertex algorithms on large scale-free networks. In order to in…
Faster Support Vector Machines
Sebastian Schlag, Matthias Schmitt, Christian Schulz
The time complexity of support vector machines (SVMs) prohibits training on huge data sets with millions of data points. Recently, multilevel approaches to train SVMs have been dev…
A network-based citation indicator of scientific performance
Christian Schulz, Brian Uzzi, Dirk Helbing +1
Scientists are embedded in social and information networks that influence and are influenced by the quality of their scientific work, its impact, and the recognition they receive.…