network modeling

Count-Based Abstractions for Performance Verification of Contention Points NSDI 2026 Modelling Populations of Interaction Networks via Distance Metrics JMLR 2025 Hodge-Compositional Edge Gaussian Processes AISTATS 2024 PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model 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 NeurIPS 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 NeurIPS 2018 Completely random measures for modelling block-structured sparse networks NeurIPS 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 NeurIPS 2013 Bayesian nonparametric models for bipartite graphs NeurIPS 2012 Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NeurIPS 2012 On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks NeurIPS 2012 On Time Varying Undirected Graphs AISTATS 2011 Infinite Relational Modeling of Functional Connectivity in Resting State fMRI NeurIPS 2010 Kronecker Graphs: An Approach to Modeling Networks JMLR 2010