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07/25/2023
A model for efficient dynamical ranking in networks
We present a physics-inspired method for inferring dynamic rankings in d...
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03/27/2023
Hypergraphx: a library for higher-order network analysis
From social to biological systems, many real-world systems are character...
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01/09/2023
Convergence properties of optimal transport-based temporal hypernetworks
We present a method to extract temporal hypergraphs from sequences of 2-...
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05/04/2022
Immiscible Color Flows in Optimal Transport Networks for Image Classification
In classification tasks, it is crucial to meaningfully exploit informati...
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04/12/2022
Principled inference of hyperedges and overlapping communities in hypergraphs
Hypergraphs, encoding structured interactions among any number of system...
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12/23/2021
The interplay between ranking and communities in networks
Community detection and hierarchy extraction are usually thought of as s...
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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...
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09/02/2021
Convergence properties of optimal transport-based temporal networks
We study network properties of networks evolving in time based on optima...
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06/14/2021
Optimal transport in multilayer networks
Modeling traffic distribution and extracting optimal flows in multilayer...
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12/23/2020
Principled network extraction from images
Images of natural systems may represent patterns of network-like structu...
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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...
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10/10/2016
