Caterina De Bacco

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Flexible inference in heterogeneous and attributed multilayer networks.

Martina Contisciani, Marius Hobbhahn, Eleanor A. Power, Philipp Hennig, Caterina De Bacco

CoRR, 2024

Community detection and anomaly prediction in dynamic networks.

Hadiseh Safdari, Caterina De Bacco

CoRR, 2024

A causality-inspired plus-minus model for player evaluation in team sports.

Caterina De Bacco, Yixin Wang, David M. Blei

Proceedings of the Causal Learning and Reasoning, 2024

2023

Hypergraphx: a library for higher-order network analysis.

Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco, Leonardo Di Gaetano, Luca Gallo, Alberto Montresor, Federico Musciotto, Nicolò Ruggeri, Federico Battiston

J. Complex Networks, April, 2023

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

Nicolò Ruggeri, Alessandro Lonardi, Caterina De Bacco

CoRR, 2023

Hypergraphs with node attributes: structure and inference.

Anna Badalyan, Nicolò Ruggeri, Caterina De Bacco

CoRR, 2023

A model for efficient dynamical ranking in networks.

Andrea Della Vecchia, Kibidi Neocosmos, Daniel B. Larremore, Cristopher Moore, Caterina De Bacco

CoRR, 2023

Anomaly, reciprocity, and community detection in networks.

Hadiseh Safdari, Martina Contisciani, Caterina De Bacco

CoRR, 2023

Generalized Inference of Mesoscale Structures in Higher-order Networks.

Nicolò Ruggeri, Martina Contisciani, Federico Battiston, Caterina De Bacco

CoRR, 2023

Convergence properties of optimal transport-based temporal hypernetworks.

Diego Baptista, Caterina De Bacco

CoRR, 2023

Convergence properties of optimal transport-based temporal hypergraphs.

Diego Baptista, Caterina De Bacco

Appl. Netw. Sci., 2023

2022

Community detection and reciprocity in networks by jointly modelling pairs of edges.

Martina Contisciani, Hadiseh Safdari, Caterina De Bacco

J. Complex Networks, June, 2022

Anomaly detection and community detection in networks.

Hadiseh Safdari, Caterina De Bacco

J. Big Data, 2022

A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking.

Nicolò Ruggeri, Federico Battiston, Caterina De Bacco

CoRR, 2022

Community Detection in networks by Dynamical Optimal Transport Formulation.

Daniela Leite, Diego Baptista, Abdullahi Adinoyi Ibrahim, Enrico Facca, Caterina De Bacco

CoRR, 2022

Immiscible Color Flows in Optimal Transport Networks for Image Classification.

Alessandro Lonardi, Diego Baptista, Caterina De Bacco

CoRR, 2022

Principled inference of hyperedges and overlapping communities in hypergraphs.

Martina Contisciani, Federico Battiston, Caterina De Bacco

CoRR, 2022

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

Kyle W. Higham, Martina Contisciani, Caterina De Bacco

CoRR, 2022

Modeling Node Exposure for Community Detection in Networks.

Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco

Proceedings of the Complex Networks and Their Applications XI, 2022

Estimating Social Influence from Observational Data.

Dhanya Sridhar, Caterina De Bacco, David M. Blei

Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022

2021

The interplay between ranking and communities in networks.

Laura Iacovissi, Caterina De Bacco

CoRR, 2021

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

Caterina De Bacco, Martina Contisciani, Jonathan Cardoso-Silva, Hadiseh Safdari, Diego Baptista, Tracy M. Sweet, Jean-Gabriel Young, Jeremy M. Koster, Cody T. Ross, Richard McElreath, Daniel Redhead, Eleanor A. Power

CoRR, 2021

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

Martina Contisciani, Hadiseh Safdari, Caterina De Bacco

CoRR, 2021

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

Hadiseh Safdari, Martina Contisciani, Caterina De Bacco

CoRR, 2021

Optimal transport in multilayer networks.

Abdullahi Adinoyi Ibrahim, Alessandro Lonardi, Caterina De Bacco

CoRR, 2021

Optimal Transport in Multilayer Networks for Traffic Flow Optimization.

Abdullahi Adinoyi Ibrahim, Alessandro Lonardi, Caterina De Bacco

Algorithms, 2021

Convergence Properties of Optimal Transport-Based Temporal Networks.

Diego Baptista, Caterina De Bacco

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.

Diego Baptista, Caterina De Bacco

CoRR, 2020

A generative model for reciprocity and community detection in networks.

Hadiseh Safdari, Martina Contisciani, Caterina De Bacco

CoRR, 2020

Optimal transport for multi-commodity routing on networks.

Alessandro Lonardi, Enrico Facca, Mario Putti, Caterina De Bacco

CoRR, 2020

Network extraction by routing optimization.

Diego Baptista, Daniela Leite, Enrico Facca, Mario Putti, Caterina De Bacco

CoRR, 2020

Community detection with node attributes in multilayer networks.

Martina Contisciani, Eleanor A. Power, Caterina De Bacco

CoRR, 2020

Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures.

Nicolò Ruggeri, Caterina De Bacco

Appl. Netw. Sci., 2020

2019

Sampling on networks: estimating eigenvector centrality on incomplete graphs.

Nicolò Ruggeri, Caterina De Bacco

CoRR, 2019

Sampling on Networks: Estimating Eigenvector Centrality on Incomplete Networks.

Nicolò Ruggeri, Caterina De Bacco

Proceedings of the Complex Networks and Their Applications VIII, 2019

2017

A physical model for efficient ranking in networks.

Caterina De Bacco, Daniel B. Larremore, Cristopher Moore

CoRR, 2017

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

Caterina De Bacco, Eleanor A. Power, Daniel B. Larremore, Cristopher Moore

CoRR, 2017

2016

Dynamics of beneficial epidemics.

Andrew Berdahl, Christa Brelsford, Caterina De Bacco, Marion Dumas, Vanessa Ferdinand, Joshua A. Grochow, Laurent Hébert-Dufresne, Yoav Kallus, Christopher P. Kempes, Artemy Kolchinsky, Daniel B. Larremore, Eric Libby, Eleanor A. Power, Caitlin A. Stern, Brendan D. Tracey

CoRR, 2016

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

Thibault Lesieur, Caterina De Bacco, Jess Banks, Florent Krzakala, Cristopher Moore, Lenka Zdeborová

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

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

Fabrizio Altarelli, Alfredo Braunstein, Luca Dall'Asta, Caterina De Bacco, Silvio Franz

CoRR, 2015

2014

Shortest node-disjoint paths on random graphs.

Caterina De Bacco, Silvio Franz, David Saad, Chi Ho Yeung

CoRR, 2014