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Featured Co-authors

Florent Krzakala
88 publications
Lenka Zdeborová
80 publications
Cristopher Moore
24 publications
Federico Battiston
11 publications
Jess Banks
10 publications
Alberto Montresor
10 publications
Daniel B. Larremore
9 publications
Federico Musciotto
7 publications
Quintino Francesco Lotito
6 publications
Andrea Della Vecchia
4 publications
Diego Baptista
4 publications

∙ 07/25/2023

A model for efficient dynamical ranking in networks

We present a physics-inspired method for inferring dynamic rankings in d...

0 Andrea Della Vecchia, et al. ∙

∙ 03/27/2023

Hypergraphx: a library for higher-order network analysis

From social to biological systems, many real-world systems are character...

0 Quintino Francesco Lotito, et al. ∙

∙ 01/09/2023

Convergence properties of optimal transport-based temporal hypernetworks

We present a method to extract temporal hypergraphs from sequences of 2-...

0 Diego Baptista, et al. ∙

∙ 05/04/2022

Immiscible Color Flows in Optimal Transport Networks for Image Classification

In classification tasks, it is crucial to meaningfully exploit informati...

6 Alessandro Lonardi, et al. ∙

∙ 04/12/2022

Principled inference of hyperedges and overlapping communities in hypergraphs

Hypergraphs, encoding structured interactions among any number of system...

0 Martina Contisciani, et al. ∙

∙ 12/23/2021

The interplay between ranking and communities in networks

Community detection and hierarchy extraction are usually thought of as s...

0 Laura Iacovissi, et al. ∙

∙ 12/20/2021

Community detection and reciprocity in networks by jointly modeling pairs of edges

We present a probabilistic generative model and an efficient algorithm t...

0 Martina Contisciani, et al. ∙

∙ 09/02/2021

Convergence properties of optimal transport-based temporal networks

We study network properties of networks evolving in time based on optima...

0 Diego Baptista, et al. ∙

∙ 06/14/2021

Optimal transport in multilayer networks

Modeling traffic distribution and extracting optimal flows in multilayer...

0 Abdullahi Adinoyi Ibrahim, et al. ∙

∙ 12/23/2020

Principled network extraction from images

Images of natural systems may represent patterns of network-like structu...

34 Diego Baptista, et al. ∙

∙ 01/29/2018

Are `Water Smart Landscapes' Contagious? An epidemic approach on networks to study peer effects

We test the existence of a neighborhood based peer effect around partici...

0 Christa Brelsford, et al. ∙

∙ 10/10/2016

Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering

We consider the problem of Gaussian mixture clustering in the high-dimen...

0 Thibault Lesieur, et al. ∙

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