Stacking Models for Nearly Optimal Link Prediction in Complex Networks

Stacking Models for Nearly Optimal Link Prediction in Complex Networks

17 September 2019

Homa Hosseinmardi

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Papers citing "Stacking Models for Nearly Optimal Link Prediction in Complex Networks"

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Title
Towards understanding evolution of science through language model series Junjie Dong Zhuoqi Lyu Qing Ke AI4TS 157 0 0 15 Sep 2024
Is a Single Embedding Enough? Learning Node Representations that Capture Multiple Social Contexts Alessandro Epasto Bryan Perozzi 49 104 0 06 May 2019
Evaluating Overfit and Underfit in Models of Network Community Structure Amir Ghasemian Homa Hosseinmardi A. Clauset 78 142 0 28 Feb 2018
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 107 1,794 0 22 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 192 1,980 0 17 Sep 2017
Consistencies and inconsistencies between model selection and link prediction in networks Toni Vallès-Català Tiago P. Peixoto Roger Guimerà Marta Sales-Pardo 50 50 0 22 May 2017
Using stacking to average Bayesian predictive distributions Yuling Yao Aki Vehtari Daniel P. Simpson Andrew Gelman 96 341 0 06 Apr 2017
The ground truth about metadata and community detection in networks Leto Peel D. Larremore A. Clauset 76 446 0 20 Aug 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,924 0 03 Jul 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 817 39,062 0 09 Mar 2016
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 263 9,809 0 26 Mar 2014
Scalable detection of statistically significant communities and hierarchies, using message-passing for modularity Pan Zhang Cristopher Moore 77 171 0 23 Mar 2014
Spectral redemption: clustering sparse networks Florent Krzakala Cristopher Moore Elchanan Mossel Joe Neeman Allan Sly Lenka Zdeborová Pan Zhang 139 623 0 24 Jun 2013
Parsimonious module inference in large networks Tiago P. Peixoto MoE 103 201 0 19 Dec 2012
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Alekh Agarwal S. Negahban Martin J. Wainwright 232 433 0 23 Feb 2011
A survey of cross-validation procedures for model selection Sylvain Arlot Alain Celisse 216 3,598 0 27 Jul 2009
Hierarchical structure and the prediction of missing links in networks A. Clauset Cristopher Moore Mark E. J. Newman 105 2,076 0 04 Nov 2008