Cover Image

Meta-learning optimizes predictions of missing links in real-world networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Singh, Bisman, Van Kleunen, Lucy, Clauset, Aaron
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Social and Information Networks Data Analysis, Statistics and Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

When does the mean network capture the topology of a sample of networks?
by: Meyer, François G
Published: (2024)

Flexible inference in heterogeneous and attributed multilayer networks
by: Contisciani, Martina, et al.
Published: (2024)

Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networks
by: Qing, Huan, et al.
Published: (2022)

Comparing discriminating abilities of evaluation metrics in link prediction
by: Jiao, Xinshan, et al.
Published: (2024)

Entropy-based models to randomize real-world hypergraphs
by: Saracco, Fabio, et al.
Published: (2022)

The Spectral Barycentre of a Set of Graphs with Community Structure
by: Meyer, François G.
Published: (2025)

Uncertainty quantification and posterior sampling for network reconstruction
by: Peixoto, Tiago P.
Published: (2025)

A model for efficient dynamical ranking in networks
by: Della Vecchia, Andrea, et al.
Published: (2023)

Human mobility is well described by closed-form gravity-like models learned automatically from data
by: Cabanas-Tirapu, Oriol, et al.
Published: (2023)

Overlapping community detection in weighted networks
by: Qing, Huan
Published: (2022)

Precise influence evaluation in complex networks
by: Zhu, Bingyu, et al.
Published: (2023)

Parsimonious Hawkes Processes for temporal networks modelling
by: Zhu, Yuwei, et al.
Published: (2025)

An egonet-based approach to effective weighted network comparison
by: Piccardi, Carlo
Published: (2024)

Identifying preferred routes of sharing information on social networks
by: Mohammadikian, Rozhin, et al.
Published: (2025)

Network reconstruction via the minimum description length principle
by: Peixoto, Tiago P.
Published: (2024)

Structure and inference in hypergraphs with node attributes
by: Badalyan, Anna, et al.
Published: (2023)

Robustness of graph embedding methods for community detection
by: Wei, Zhi-Feng, et al.
Published: (2024)

Bringing order to network centrality measures
by: Exarchakos, G., et al.
Published: (2026)

Higher order definition of causality by optimally conditioned transfer entropy
by: Kořenek, Jakub, et al.
Published: (2024)

Hyperbolic embedding of multilayer networks
by: Guillemaud, Martin, et al.
Published: (2025)

Surveying the space of descriptions of a composite system with machine learning
by: Murphy, Kieran A., et al.
Published: (2024)

SignedLouvain: Louvain for signed networks
by: Pougué-Biyong, John N., et al.
Published: (2024)

Scalar embedding of temporal network trajectories
by: Lacasa, Lucas, et al.
Published: (2024)

Dynamics of Collective Information Processing for Risk Encoding in Social Networks during Crises
by: Fan, Chao, et al.
Published: (2024)

Diffusion Signals Reveal Hidden Connections: A Physics-Inspired Framework for Link Prediction via Personalized PageRank Signals
by: Deng, Huilin Wang Wenjun Zhang Weibing
Published: (2025)

Random walks with resetting on hypergraph
by: Ma, Fei, et al.
Published: (2025)

Higher-order null models as a lens for social systems
by: Preti, Giulia, et al.
Published: (2024)

Estimating Nodal Spreading Influence Using Partial Temporal Network
by: Mao, Tianrui, et al.
Published: (2025)

Transfer entropy for finite data
by: Kirkley, Alec
Published: (2025)

Random walk centrality in interconnected multilayer networks
by: Solé-Ribalta, Albert, et al.
Published: (2015)

Computing well-balanced spanning trees of unweighted networks
by: Šubelj, Lovro
Published: (2022)

Iterative structural coarse-graining for contagion dynamics in complex networks
by: Xue, Leyang, et al.
Published: (2024)

Degree-corrected distribution-free model for community detection in weighted networks
by: Qing, Huan
Published: (2021)

Needles in a haystack: using forensic network science to uncover insider trading
by: Jaeger, Gian, et al.
Published: (2025)

Quantifying urban socio-economic segregation through co-residence network reconstruction
by: Sadurní, Marc, et al.
Published: (2025)

Evidence of equilibrium dynamics in human social networks evolving in time
by: González-Casado, Miguel A., et al.
Published: (2024)

Generating Networks to Target Assortativity via Archimedean Copula Graphons
by: Idowu, Victory
Published: (2025)

Network Sampling: An Overview and Comparative Analysis
by: Nguyen, Quoc Chuong
Published: (2025)

Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data
by: Ma, Zhiqin, et al.
Published: (2024)

Message-Passing on Hypergraphs: Detectability, Phase Transitions and Higher-Order Information
by: Ruggeri, Nicolò, et al.
Published: (2023)