Caterina De Bacco

50 papers Journal 44Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Broad Spectrum Structure Discovery in Large-Scale Higher-Order Networks. CoRR John Hood, Caterina De Bacco, Aaron J. Schein
2025	J	`jnl`	How do Probabilistic Graphical Models and Graph Neural Networks Look at Network Data? CoRR Michela Lapenna, Caterina De Bacco
2024	—	`conf`	A causality-inspired plus-minus model for player evaluation in team sports. CLeaR Caterina De Bacco, Yixin Wang, David M. Blei
2024	J	`jnl`	Community detection and anomaly prediction in dynamic networks. CoRR Hadiseh Safdari, Caterina De Bacco
2024	J	`jnl`	Flexible inference in heterogeneous and attributed multilayer networks. CoRR Martina Contisciani, Marius Hobbhahn, Eleanor A. Power, Philipp Hennig, Caterina De Bacco
2023	J	`jnl`	A model for efficient dynamical ranking in networks. CoRR Andrea Della Vecchia, Kibidi Neocosmos, Daniel B. Larremore, Cristopher Moore, Caterina De Bacco
2023	J	`jnl`	Anomaly, reciprocity, and community detection in networks. CoRR Hadiseh Safdari, Martina Contisciani, Caterina De Bacco
2023	J	`jnl`	Convergence properties of optimal transport-based temporal hypergraphs. Appl. Netw. Sci. Diego Baptista, Caterina De Bacco
2023	J	`jnl`	Convergence properties of optimal transport-based temporal hypernetworks. CoRR Diego Baptista, Caterina De Bacco
2023	J	`jnl`	Generalized Inference of Mesoscale Structures in Higher-order Networks. CoRR Nicolò Ruggeri, Martina Contisciani, Federico Battiston, Caterina De Bacco
2023	J	`jnl`	Hypergraphs with node attributes: structure and inference. CoRR Anna Badalyan, Nicolò Ruggeri, Caterina De Bacco
2023	J	`jnl`	Hypergraphx: a library for higher-order network analysis. J. Complex Networks Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco, Leonardo Di Gaetano, Luca Gallo, Alberto Montresor, Federico Musciotto, Nicolò Ruggeri, Federico Battiston
2023	J	`jnl`	Hypergraphx: a library for higher-order network analysis. CoRR Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco, Leonardo Di Gaetano, Luca Gallo, Alberto Montresor, Federico Musciotto, Nicolò Ruggeri, Federico Battiston
2023	J	`jnl`	Message-Passing on Hypergraphs: Detectability, Phase Transitions and Higher-Order Information. CoRR Nicolò Ruggeri, Alessandro Lonardi, Caterina De Bacco
2022	J	`jnl`	A Principled, Flexible and Efficient Framework for Hypergraph Benchmarking. CoRR Nicolò Ruggeri, Federico Battiston, Caterina De Bacco
2022	J	`jnl`	Anomaly detection and community detection in networks. CoRR Hadiseh Safdari, Caterina De Bacco
2022	J	`jnl`	Anomaly detection and community detection in networks. J. Big Data Hadiseh Safdari, Caterina De Bacco
2022	J	`jnl`	Community Detection in networks by Dynamical Optimal Transport Formulation. CoRR Daniela Leite, Diego Baptista, Abdullahi Adinoyi Ibrahim, Enrico Facca, Caterina De Bacco
2022	J	`jnl`	Community detection and reciprocity in networks by jointly modelling pairs of edges. J. Complex Networks Martina Contisciani, Hadiseh Safdari, Caterina De Bacco
2022	—	`conf`	Estimating Social Influence from Observational Data. CLeaR Dhanya Sridhar, Caterina De Bacco, David M. Blei
2022	J	`jnl`	Estimating Social Influence from Observational Data. CoRR Dhanya Sridhar, Caterina De Bacco, David M. Blei
2022	J	`jnl`	Immiscible Color Flows in Optimal Transport Networks for Image Classification. CoRR Alessandro Lonardi, Diego Baptista, Caterina De Bacco
2022	—	`conf`	Modeling Node Exposure for Community Detection in Networks. COMPLEX NETWORKS (2) Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco
2022	J	`jnl`	Modeling Node Exposure for Community Detection in Networks. CoRR Sameh Othman, Johannes Schulz, Marco Baity-Jesi, Caterina De Bacco
2022	J	`jnl`	Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships. CoRR Kyle W. Higham, Martina Contisciani, Caterina De Bacco
2022	J	`jnl`	Principled inference of hyperedges and overlapping communities in hypergraphs. CoRR Martina Contisciani, Federico Battiston, Caterina De Bacco
2021	J	`jnl`	Community detection and reciprocity in networks by jointly modeling pairs of edges. CoRR Martina Contisciani, Hadiseh Safdari, Caterina De Bacco
2021	—	`conf`	Convergence Properties of Optimal Transport-Based Temporal Networks. COMPLEX NETWORKS Diego Baptista, Caterina De Bacco
2021	J	`jnl`	Convergence properties of optimal transport-based temporal networks. CoRR Diego Baptista, Caterina De Bacco
2021	J	`jnl`	Latent Network Models to Account for Noisy, Multiply-Reported Social Network Data. CoRR 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
2021	J	`jnl`	Optimal Transport in Multilayer Networks for Traffic Flow Optimization. Algorithms Abdullahi Adinoyi Ibrahim, Alessandro Lonardi, Caterina De Bacco
2021	J	`jnl`	Optimal transport in multilayer networks. CoRR Abdullahi Adinoyi Ibrahim, Alessandro Lonardi, Caterina De Bacco
2021	J	`jnl`	Reciprocity, community detection, and link prediction in dynamic networks. CoRR Hadiseh Safdari, Martina Contisciani, Caterina De Bacco
2021	J	`jnl`	The interplay between ranking and communities in networks. CoRR Laura Iacovissi, Caterina De Bacco
2020	J	`jnl`	A generative model for reciprocity and community detection in networks. CoRR Hadiseh Safdari, Martina Contisciani, Caterina De Bacco
2020	J	`jnl`	Community detection with node attributes in multilayer networks. CoRR Martina Contisciani, Eleanor A. Power, Caterina De Bacco
2020	J	`jnl`	Network extraction by routing optimization. CoRR Diego Baptista, Daniela Leite, Enrico Facca, Mario Putti, Caterina De Bacco
2020	J	`jnl`	Optimal transport for multi-commodity routing on networks. CoRR Alessandro Lonardi, Enrico Facca, Mario Putti, Caterina De Bacco
2020	J	`jnl`	Principled network extraction from images. CoRR Diego Baptista, Caterina De Bacco
2020	J	`jnl`	Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures. Appl. Netw. Sci. Nicolò Ruggeri, Caterina De Bacco
2020	J	`jnl`	Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures. CoRR Nicolò Ruggeri, Caterina De Bacco
2019	—	`conf`	Sampling on Networks: Estimating Eigenvector Centrality on Incomplete Networks. COMPLEX NETWORKS (1) Nicolò Ruggeri, Caterina De Bacco
2019	J	`jnl`	Sampling on networks: estimating eigenvector centrality on incomplete graphs. CoRR Nicolò Ruggeri, Caterina De Bacco
2017	J	`jnl`	A physical model for efficient ranking in networks. CoRR Caterina De Bacco, Daniel B. Larremore, Cristopher Moore
2017	J	`jnl`	Community detection, link prediction, and layer interdependence in multilayer networks. CoRR Caterina De Bacco, Eleanor A. Power, Daniel B. Larremore, Cristopher Moore
2016	J	`jnl`	Dynamics of beneficial epidemics. CoRR 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
2016	—	`conf`	Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering. Allerton Thibault Lesieur, Caterina De Bacco, Jess Banks, Florent Krzakala, Cristopher Moore, Lenka Zdeborová
2016	J	`jnl`	Phase transitions and optimal algorithms in high-dimensional Gaussian mixture clustering. CoRR Thibault Lesieur, Caterina De Bacco, Jess Banks, Florent Krzakala, Cristopher Moore, Lenka Zdeborová
2015	J	`jnl`	The edge-disjoint path problem on random graphs by message-passing. CoRR Fabrizio Altarelli, Alfredo Braunstein, Luca Dall'Asta, Caterina De Bacco, Silvio Franz
2014	J	`jnl`	Shortest node-disjoint paths on random graphs. CoRR Caterina De Bacco, Silvio Franz, David Saad, Chi Ho Yeung