Slightly superexponential parameterized problems

D Lokshtanov, D Marx, S Saurabh - SIAM Journal on Computing, 2018 - SIAM
A central problem in parameterized algorithms is to obtain algorithms with running time
f(k)⋅n^O(1) such that f is as slow growing a function of the parameter k as possible. In …

Slightly superexponential parameterized problems

D Lokshtanov, D Marx, S Saurabh - Proceedings of the twenty-second annual …, 2011 - SIAM
A central problem in parameterized algorithms is to obtain algorithms with running time f (k)·
n O (1) such that f is as slow growing function of the parameter k as possible. In particular …

Parameterized complexity of geometric problems

P Giannopoulos, C Knauer… - The Computer …, 2008 - ieeexplore.ieee.org
This paper surveys parameterized complexity results for hard geometric algorithmic
problems. It includes fixed-parameter tractable problems in graph drawing, geometric …

Finding points in general position

V Froese, I Kanj, A Nichterlein… - International journal of …, 2017 - World Scientific
We study the General Position Subset Selection problem: Given a set of points in the plane,
find a maximum-cardinality subset of points in general position. We prove that General …

Point line cover: The easy kernel is essentially tight

S Kratsch, G Philip, S Ray - ACM Transactions On Algorithms (TALG), 2016 - dl.acm.org
The input to the NP-hard point line cover problem (PLC) consists of a set P of n points on the
plane and a positive integer k; the question is whether there exists a set of at most k lines …

Dynamic parameterized problems and algorithms

J Alman, M Mnich, VV Williams - ACM Transactions on Algorithms …, 2020 - dl.acm.org
Fixed-parameter algorithms and kernelization are two powerful methods to solve NP-hard
problems. Yet so far those algorithms have been largely restricted to static inputs. In this …

[PDF][PDF] New methods in parameterized algorithms and complexity

D Lokshtanov - University of Bergen, Norway, 2009 - Citeseer
Parameterized Algorithms and Complexity is a natural way to cope with problems that are
considered intractable according to the classical P versus NP dichotomy. In practice, large …

Hitting set for hypergraphs of low VC-dimension

K Bringmann, L Kozma, S Moran… - arXiv preprint arXiv …, 2015 - arxiv.org
We study the complexity of the Hitting Set problem in set systems (hypergraphs) that avoid
certain sub-structures. In particular, we characterize the classical and parameterized …

Covering a set of points with a minimum number of lines

M Grantson, C Levcopoulos - Italian Conference on Algorithms and …, 2006 - Springer
We consider the minimum line covering problem: given a set S of n points in the plane, we
want to find the smallest number l of straight lines needed to cover all n points in S. We show …

Big data algorithms beyond machine learning

M Mnich - KI-Künstliche Intelligenz, 2018 - Springer
The availability of big data sets in research, industry and society in general has opened up
many possibilities of how to use this data. In many applications, however, it is not the data …