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network modeling

18 papers

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Co-occurring keywords

bayesian nonparametrics (175) graph theory (249) community detection (275) link prediction (620) stochastic process (388) graphical model (863) markov chain monte carlo (724) maximum likelihood (255) network analysis (194) signed network (14)

Papers

Modelling Populations of Interaction Networks via Distance Metrics JMLR 2025
PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model AISTATS 2024
Hodge-Compositional Edge Gaussian Processes AISTATS 2024
GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks AAAI 2023
Model Selection of Graph Signage Models Using Maximum Likelihood (Student Abstract) AAAI 2023
A sharp NMF result with applications in network modeling NIPS 2022
Logistic regression with peer-group effects via inference in higher-order Ising models AISTATS 2020
Modelling sparsity, heterogeneity, reciprocity and community structure in temporal interaction data NIPS 2018
Completely random measures for modelling block-structured sparse networks NIPS 2016
Nonparametric Network Models for Link Prediction JMLR 2016
A Consistent Histogram Estimator for Exchangeable Graph Models ICML 2014
Modeling Overlapping Communities with Node Popularities NIPS 2013
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NIPS 2012
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NIPS 2012
Bayesian nonparametric models for bipartite graphs NIPS 2012
On Time Varying Undirected Graphs AISTATS 2011
Kronecker Graphs: An Approach to Modeling Networks JMLR 2010
Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NIPS 2010