activity
20172026
most citedParameterized Algorithms for Colored Clustering

1 citations · 3 across the 8 of their papers we have counts for

collaborators

11 papers

cs.DS2026

Parameterized Complexity of Temporal Agony

Tom-Lukas Breitkopf, Vincent Froese, Anton Herrmann +1

Real-world networks are often organized in several layers forming a hierarchy which determines the interaction between the individual components. In order to discover such hierarch…

cs.DS2025

Efficient parameterized approximation

Stefan Kratsch, Pascal Kunz

Many problems are NP-hard and, unless P = NP, do not admit polynomial-time exact algorithms. The fastest known exact algorithms exactly usually take time exponential in the input s…

cs.DS2023

Approximate Turing kernelization and lower bounds for domination problems

Stefan Kratsch, Pascal Kunz

An -approximate polynomial Turing kernelization is a polynomial-time algorithm that computes an -approximate solution for a parameterized optimization problem when given a…

cs.LG2023★ 1 cited

On Computing Optimal Tree Ensembles

Christian Komusiewicz, Pascal Kunz, Frank Sommer +1

Random forests and, more generally, (decision\nobreakdash-)tree ensembles are widely used methods for classification and regression. Recent algorithmic advances allow to compute de…

cs.DS2023★ 1 cited

Parameterized Algorithms for Colored Clustering

Leon Kellerhals, Tomohiro Koana, Pascal Kunz +1

In the Colored Clustering problem, one is asked to cluster edge-colored (hyper-)graphs whose colors represent interaction types. More specifically, the goal is to select as many ed…

cs.DS2023

In Which Graph Structures Can We Efficiently Find Temporally Disjoint Paths and Walks?

Pascal Kunz, Hendrik Molter, Meirav Zehavi

A temporal graph has an edge set that may change over discrete time steps, and a temporal path (or walk) must traverse edges that appear at increasing time steps. Accordingly, two…

cs.DS2022

Disentangling the Computational Complexity of Network Untangling

Vincent Froese, Pascal Kunz, Philipp Zschoche

We study the network untangling problem introduced by Rozenshtein, Tatti, and Gionis [DMKD 2021], which is a variant of Vertex Cover on temporal graphs -- graphs whose edge set cha…

cs.DS2022★ 1 cited

Vertex Cover and Feedback Vertex Set Above and Below Structural Guarantees

Leon Kellerhals, Tomohiro Koana, Pascal Kunz

Vertex Cover parameterized by the solution size k is the quintessential fixed-parameter tractable problem. FPT algorithms are most interesting when the parameter is small. Several…

cs.CC2021

Bipartite Temporal Graphs and the Parameterized Complexity of Multistage 2-Coloring

Till Fluschnik, Pascal Kunz

We consider the algorithmic complexity of recognizing bipartite temporal graphs. Rather than defining these graphs solely by their underlying graph or individual layers, we define…

cs.CC2021

Most Classic Problems Remain NP-hard on Relative Neighborhood Graphs and their Relatives

Pascal Kunz, Till Fluschnik, Rolf Niedermeier +1

Proximity graphs have been studied for several decades, motivated by applications in computational geometry, geography, data mining, and many other fields. However, the computation…

cs.DM2017

Computational Complexity Aspects of Point Visibility Graphs

Anne-Sophie Himmel, Clemens Hoffmann, Pascal Kunz +2

A point visibility graph is a graph induced by a set of points in the plane where the vertices of the graph represent the points in the point set and two vertices are adjacent if a…