Consistencies and inconsistencies between model selection and link
prediction in networks

v1v2 (latest)

Consistencies and inconsistencies between model selection and link prediction in networks

22 May 2017

Toni Vallès-Català

Tiago P. Peixoto

Marta Sales-Pardo

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Papers citing "Consistencies and inconsistencies between model selection and link prediction in networks"

13 / 13 papers shown

Title
Hybrid of node and link communities for graphon estimation Arthur Verdeyme S. Olhede 99 1 0 10 Jan 2024
Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection Tiago P. Peixoto Alec Kirkley 79 13 0 17 Oct 2022
Fundamental limits to learning closed-form mathematical models from data Oscar Fajardo-Fontiveros I. Reichardt Harry R. De Los Ríos Jordi Duch Marta Sales-Pardo Roger Guimerà 98 19 0 06 Apr 2022
Descriptive vs. inferential community detection in networks: pitfalls, myths, and half-truths Tiago P. Peixoto 122 47 0 30 Nov 2021
Multilayer Networks for Text Analysis with Multiple Data Types Charles C. Hyland Yuanming Tao Lamiae Azizi Martin Gerlach Tiago P. Peixoto E. Altmann 47 15 0 30 Jun 2021
Disentangling homophily, community structure and triadic closure in networks Tiago P. Peixoto 74 38 0 07 Jan 2021
Community Detection in Bipartite Networks with Stochastic Blockmodels Tzu-Chi Yen D. Larremore 86 27 0 22 Jan 2020
Stacking Models for Nearly Optimal Link Prediction in Complex Networks Amir Ghasemian Homa Hosseinmardi Aram Galstyan E. Airoldi A. Clauset 85 133 0 17 Sep 2019
A Review of Stochastic Block Models and Extensions for Graph Clustering Clement Lee D. Wilkinson 94 203 0 01 Mar 2019
Tensorial and bipartite block models for link prediction in layered networks and temporal networks Marc Tarres-Deulofeu Antonia Godoy-Lorite Roger Guimerà Marta Sales-Pardo 42 18 0 05 Mar 2018
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 102 142 0 28 Feb 2018
A network approach to topic models Martin Gerlach Tiago P. Peixoto E. Altmann BDL 93 217 0 04 Aug 2017
Bayesian stochastic blockmodeling Tiago P. Peixoto 186 203 0 29 May 2017