Caterina De Bacco

Orcid: 0000-0002-8634-0211

According to our database1, Caterina De Bacco authored at least 41 papers between 2014 and 2024.

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Bibliography

2024
Flexible inference in heterogeneous and attributed multilayer networks.
CoRR, 2024

Community detection and anomaly prediction in dynamic networks.
CoRR, 2024

A causality-inspired plus-minus model for player evaluation in team sports.
Proceedings of the Causal Learning and Reasoning, 2024

2023
Hypergraphx: a library for higher-order network analysis.
J. Complex Networks, April, 2023

Message-Passing on Hypergraphs: Detectability, Phase Transitions and Higher-Order Information.
CoRR, 2023

Hypergraphs with node attributes: structure and inference.
CoRR, 2023

A model for efficient dynamical ranking in networks.
CoRR, 2023

Anomaly, reciprocity, and community detection in networks.
CoRR, 2023

Generalized Inference of Mesoscale Structures in Higher-order Networks.
CoRR, 2023

Convergence properties of optimal transport-based temporal hypernetworks.
CoRR, 2023

Convergence properties of optimal transport-based temporal hypergraphs.
Appl. Netw. Sci., 2023

2022
Community detection and reciprocity in networks by jointly modelling pairs of edges.
J. Complex Networks, June, 2022

Anomaly detection and community detection in networks.
J. Big Data, 2022

A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking.
CoRR, 2022

Community Detection in networks by Dynamical Optimal Transport Formulation.
CoRR, 2022

Immiscible Color Flows in Optimal Transport Networks for Image Classification.
CoRR, 2022

Principled inference of hyperedges and overlapping communities in hypergraphs.
CoRR, 2022

Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships.
CoRR, 2022

Modeling Node Exposure for Community Detection in Networks.
Proceedings of the Complex Networks and Their Applications XI, 2022

Estimating Social Influence from Observational Data.
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021
The interplay between ranking and communities in networks.
CoRR, 2021

Latent Network Models to Account for Noisy, Multiply-Reported Social Network Data.
CoRR, 2021

Community detection and reciprocity in networks by jointly modeling pairs of edges.
CoRR, 2021

Reciprocity, community detection, and link prediction in dynamic networks.
CoRR, 2021

Optimal transport in multilayer networks.
CoRR, 2021

Optimal Transport in Multilayer Networks for Traffic Flow Optimization.
Algorithms, 2021

Convergence Properties of Optimal Transport-Based Temporal Networks.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
Principled network extraction from images.
CoRR, 2020

A generative model for reciprocity and community detection in networks.
CoRR, 2020

Optimal transport for multi-commodity routing on networks.
CoRR, 2020

Network extraction by routing optimization.
CoRR, 2020

Community detection with node attributes in multilayer networks.
CoRR, 2020

Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures.
Appl. Netw. Sci., 2020

2019
Sampling on networks: estimating eigenvector centrality on incomplete graphs.
CoRR, 2019

Sampling on Networks: Estimating Eigenvector Centrality on Incomplete Networks.
Proceedings of the Complex Networks and Their Applications VIII, 2019

2017
A physical model for efficient ranking in networks.
CoRR, 2017

Community detection, link prediction, and layer interdependence in multilayer networks.
CoRR, 2017

2016
Dynamics of beneficial epidemics.
CoRR, 2016

Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering.
Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015
The edge-disjoint path problem on random graphs by message-passing.
CoRR, 2015

2014
Shortest node-disjoint paths on random graphs.
CoRR, 2014


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