Approximation and fixed parameter subquadratic algorithms for radius and diameter in sparse graphs

A Abboud, VV Williams, J Wang - Proceedings of the twenty-seventh annual …, 2016 - SIAM
The radius and diameter are fundamental graph parameters, with several natural definitions
for directed graphs. Each definition is well-motivated in a variety of applications. All versions …

Matching triangles and basing hardness on an extremely popular conjecture

A Abboud, V Vassilevska Williams, H Yu - Proceedings of the forty …, 2015 - dl.acm.org
Due to the lack of unconditional polynomial lower bounds, it is now in fashion to prove
conditional lower bounds in order to advance our understanding of the class P. The vast …

Nondeterministic extensions of the strong exponential time hypothesis and consequences for non-reducibility

ML Carmosino, J Gao, R Impagliazzo… - Proceedings of the …, 2016 - dl.acm.org
We introduce the Nondeterministic Strong Exponential Time Hypothesis (NSETH) as a
natural extension of the Strong Exponential Time Hypothesis (SETH). We show that both …

KADABRA is an adaptive algorithm for betweenness via random approximation

M Borassi, E Natale - Journal of Experimental Algorithmics (JEA), 2019 - dl.acm.org
We present KADABRA, a new algorithm to approximate betweenness centrality in directed
and undirected graphs, which significantly outperforms all previous approaches on real …

Scaling up network centrality computations–A brief overview

A van der Grinten, E Angriman… - it-Information …, 2020 - degruyter.com
Network science methodology is increasingly applied to a large variety of real-world
phenomena, often leading to big network data sets. Thus, networks (or graphs) with millions …

Near-linear lower bounds for distributed distance computations, even in sparse networks

A Abboud, K Censor-Hillel, S Khoury - International Symposium on …, 2016 - Springer
We develop a new technique for constructing sparse graphs that allow us to prove near-
linear lower bounds on the round complexity of computing distances in the CONGEST …

Fully polynomial FPT algorithms for some classes of bounded clique-width graphs

D Coudert, G Ducoffe, A Popa - ACM Transactions on Algorithms (TALG), 2019 - dl.acm.org
Recently, hardness results for problems in P were achieved using reasonable complexity-
theoretic assumptions such as the Strong Exponential Time Hypothesis. According to these …

An equivalence class for orthogonal vectors

L Chen, R Williams - Proceedings of the Thirtieth Annual ACM-SIAM …, 2019 - SIAM
Abstract The Orthogonal Vectors problem (OV) asks: given n vectors in {0, 1} O (log n), are
two of them orthogonal? OV is easily solved in O (n 2 log n) time, and it is a central problem …

Computing top-k Closeness Centrality Faster in Unweighted Graphs

E Bergamini, M Borassi, P Crescenzi, A Marino… - ACM Transactions on …, 2019 - dl.acm.org
Given a connected graph G=(V, E), where V denotes the set of nodes and E the set of edges
of the graph, the length (that is, the number of edges) of the shortest path between two …

Completeness for first-order properties on sparse structures with algorithmic applications

J Gao, R Impagliazzo, A Kolokolova… - ACM Transactions on …, 2018 - dl.acm.org
Properties definable in first-order logic are algorithmically interesting for both theoretical and
pragmatic reasons. Many of the most studied algorithmic problems, such as Hitting Set and …