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20142026
most citedThe Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality

19 citations · 118 across the 26 of their papers we have counts for

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Showing cs.DMShow all

12 papers · 1 filter

cs.DM2020★ 3 cited

Parameterized Algorithms for Matrix Completion With Radius Constraints

Tomohiro Koana, Vincent Froese, Rolf Niedermeier

Considering matrices with missing entries, we study NP-hard matrix completion problems where the resulting completed matrix shall have limited (local) radius. In the pure radius ve…

cs.DM2020★ 1 cited

Faster Binary Mean Computation Under Dynamic Time Warping

Nathan Schaar, Vincent Froese, Rolf Niedermeier

Many consensus string problems are based on Hamming distance. We replace Hamming distance by the more flexible (e.g., easily coping with different input string lengths) dynamic tim…

cs.DM2019★ 3 cited

Persistent Graphs and Cyclic Polytope Triangulations

Vincent Froese, Malte Renken

We prove a bijection between the triangulations of the 3-dimensional cyclic polytope C(n+2, 3) and persistent graphs with n vertices. We show that under this bijection the Stasheff…

cs.DM2018

Tight Hardness Results for Consensus Problems on Circular Strings and Time Series

Laurent Bulteau, Vincent Froese, Rolf Niedermeier

Consensus problems for strings and sequences appear in numerous application contexts, ranging from bioinformatics over data mining to machine learning. Closing some gaps in the lit…

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…

cs.DM2016

A Parameterized Algorithmics Framework for Degree Sequence Completion Problems in Directed Graphs

Robert Bredereck, Vincent Froese, Marcel Koseler +3

There has been intensive work on the parameterized complexity of the typically NP-hard task to edit undirected graphs into graphs fulfilling certain given vertex degree constraints…

cs.DM2015★ 10 cited

Exploiting Hidden Structure in Selecting Dimensions that Distinguish Vectors

Vincent Froese, René van Bevern, Rolf Niedermeier +1

The NP-hard Distinct Vectors problem asks to delete as many columns as possible from a matrix such that all rows in the resulting matrix are still pairwise distinct. Our main resul…

cs.DM2015

Co-Clustering Under the Maximum Norm

Laurent Bulteau, Vincent Froese, Sepp Hartung +1

Co-clustering, that is, partitioning a numerical matrix into homogeneous submatrices, has many applications ranging from bioinformatics to election analysis. Many interesting varia…

cs.DM2015★ 13 cited

Parameterizing edge modification problems above lower bounds

René van Bevern, Vincent Froese, Christian Komusiewicz

We study the parameterized complexity of a variant of the -free Editing problem: Given a graph and a natural number , is it possible to modify at most edges in so…

cs.DM2014

Win-Win Kernelization for Degree Sequence Completion Problems

Vincent Froese, André Nichterlein, Rolf Niedermeier

We study provably effective and efficient data reduction for a class of NP-hard graph modification problems based on vertex degree properties. We show fixed-parameter tractability…

cs.DM2014★ 17 cited

Network-Based Vertex Dissolution

René van Bevern, Robert Bredereck, Jiehua Chen +3

We introduce a graph-theoretic vertex dissolution model that applies to a number of redistribution scenarios such as gerrymandering in political districting or work balancing in an…

cs.DM2014★ 18 cited

Partitioning Perfect Graphs into Stars

René van Bevern, Robert Bredereck, Laurent Bulteau +4

The partition of graphs into "nice" subgraphs is a central algorithmic problem with strong ties to matching theory. We study the partitioning of undirected graphs into same-size st…