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20082026
most citedParameterized Complexity Results for Exact Bayesian Network Structure Learning

58 citations · 239 across the 47 of their papers we have counts for

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Showing 2019Show all

5 papers · 1 filter

cs.DS2019

Parameterized Algorithms for MILPs with Small Treedepth

Cornelius Brand, Martin Koutecký, Sebastian Ordyniak

Solving (mixed) integer linear programs, (M)ILPs for short, is a fundamental optimization task. While hard in general, recent years have brought about vast progress for solving str…

cs.DS2019★ 2 cited

SAT-Encodings for Treecut Width and Treedepth

Robert Ganian, Neha Lodha, Sebastian Ordyniak +1

In this paper we propose, implement, and test the first practical decomposition algorithms for the width parameters treecut width and treedepth. These two parameters have recently…

cs.DS2019

The Parameterized Complexity of Clustering Incomplete Data

Eduard Eiben, Robert Ganian, Iyad Kanj +2

We study fundamental clustering problems for incomplete data. Specifically, given a set of incomplete d-dimensional vectors (representing rows of a matrix), the goal is to complete…

cs.DS2019

A Join-Based Hybrid Parameter for Constraint Satisfaction

Robert Ganian, Sebastian Ordyniak, Stefan Szeider

We propose joinwidth, a new complexity parameter for the Constraint Satisfaction Problem (CSP). The definition of joinwidth is based on the arrangement of basic operations on relat…

cs.DS2019

Parameterized Pre-coloring Extension and List Coloring Problems

Gregory Gutin, Diptapriyo Majumdar, Sebastian Ordyniak +1

Golovach, Paulusma and Song (Inf. Comput. 2014) asked to determine the parameterized complexity of the following problems parameterized by : (1) Given a graph , a clique modu…