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20132026
most citedRefined Complexity of PCA with Outliers

6 citations · 14 across the 31 of their papers we have counts for

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cs.DS2019

On the Parameterized Complexity of Reconfiguration of Connected Dominating Sets

Daniel Lokshtanov, Amer E. Mouawad, Fahad Panolan +1

In a reconfiguration version of an optimization problem the input is an instance of and two feasible solutions and . The objective is to determin…

cs.DS2019★ 6 cited

Refined Complexity of PCA with Outliers

Fedor V. Fomin, Petr A. Golovach, Fahad Panolan +1

Principal component analysis (PCA) is one of the most fundamental procedures in exploratory data analysis and is the basic step in applications ranging from quantitative finance an…

cs.DS2019

Low-rank binary matrix approximation in column-sum norm

Fedor V. Fomin, Petr A. Golovach, Fahad Panolan +1

We consider -Rank- Approximation over GF(2), where for a binary matrix and a positive integer , one seeks a binary matrix of rank at m…

cs.DS2019

Hitting Topological Minors is FPT

Fedor V. Fomin, Daniel Lokshtanov, Fahad Panolan +2

In the Topological Minor Deletion (TM-Deletion) problem input consists of an undirected graph , a family of undirected graphs and an integer . The task is to deter…

cs.DS2019

Decomposition of Map Graphs with Applications

Fedor V. Fomin, Daniel Lokshtanov, Fahad Panolan +2

Bidimensionality is the most common technique to design subexponential-time parameterized algorithms on special classes of graphs, particularly planar graphs. The core engine behin…

cs.DS2019

Going Far From Degeneracy

Fedor V. Fomin, Petr A. Golovach, Daniel Lokshtanov +3

An undirected graph G is d-degenerate if every subgraph of G has a vertex of degree at most d. By the classical theorem of Erdős and Gallai from 1959, every graph of degeneracy d>1…