activity
20182025
most citedEfficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings

1 citations · 1 across the 4 of their papers we have counts for

collaborators

8 papers

cs.DS2025

Fantastic Flips and Where to Find Them: A General Framework for Parameterized Local Search on Partitioning Problems

Niels Grüttemeier, Nils Morawietz, Frank Sommer

Parameterized local search combines classic local search heuristics with the paradigm of parameterized algorithmics. While most local search algorithms aim to improve given solutio…

cs.CC2024

Parameterized Local Search for Max -Cut

Jaroslav Garvardt, Niels Grüttemeier, Christian Komusiewicz +1

In the NP-hard Max -Cut problem, one is given an undirected edge-weighted graph and aims to color the vertices of with colors such that the total weight of edges wit…

cs.DS2024

Scalable Neighborhood Local Search for Single-Machine Scheduling with Family Setup Times

Kaja Balzereit, Niels Grüttemeier, Nils Morawietz +3

In this work, we study the task of scheduling jobs on a single machine with sequence dependent family setup times under the goal of minimizing the makespan, that is, the completion…

cs.DS2022★ 1 cited

Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings

Niels Grüttemeier, Christian Komusiewicz, Nils Morawietz

In Bayesian Network Structure Learning (BNSL), one is given a variable set and parent scores for each variable and aims to compute a DAG, called Bayesian network, that maximizes th…

cs.DS2021

On the Parameterized Complexity of Polytree Learning

Niels Grüttemeier, Christian Komusiewicz, Nils Morawietz

A Bayesian network is a directed acyclic graph that represents statistical dependencies between variables of a joint probability distribution. A fundamental task in data science is…

cs.DS2020

Maximum Edge-Colorable Subgraph and Strong Triadic Closure Parameterized by Distance to Low-Degree Graphs

Niels Grüttemeier, Christian Komusiewicz, Nils Morawietz

Given an undirected graph and integers and , the Maximum Edge-Colorable Subgraph problem asks whether we can delete at most edges in to obtain a graph that has a…

cs.DS2018

Your Rugby Mates Don't Need to Know your Colleagues: Triadic Closure with Edge Colors

Laurent Bulteau, Niels Grüttemeier, Christian Komusiewicz +1

Given an undirected graph the NP-hard Strong Triadic Closure (STC) problem asks for a labeling of the edges as \emph{weak} and \emph{strong} such that at most edges a…

cs.DS2018

On the Relation of Strong Triadic Closure and Cluster Deletion

Niels Grüttemeier, Christian Komusiewicz

We study the parameterized and classical complexity of two related problems on undirected graphs . In Strong Triadic Closure we aim to label the edges in as strong and…