conftrace_

network inference

46 papers

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Co-occurring keywords

graphical model (864) diffusion network (17) hawkes process (90) sample complexity (1169) network diffusion (12) gaussian graphical model (106) scale-free network (5) community detection (276) sparse estimation (88) convex optimization (1321)

Papers

Variational Network Inference: Strong and Stable with Concrete Support ICML 2018
Reconstructing Parameters of Spreading Models from Partial Observations NIPS 2016
Estimating Diffusion Networks: Recovery Conditions, Sample Complexity and Soft-thresholding Algorithm JMLR 2016
Learning Scale-Free Networks by Dynamic Node Specific Degree Prior ICML 2015
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades ICML 2015
Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014
Edge Label Inference in Generalized Stochastic Block Models: from Spectral Theory to Impossibility Results COLT 2014
Estimating Diffusion Network Structures: Recovery Conditions, Sample Complexity & Soft-thresholding Algorithm ICML 2014
Uncover Topic-Sensitive Information Diffusion Networks AISTATS 2013
Mixture of Mutually Exciting Processes for Viral Diffusion ICML 2013
Modeling Information Propagation with Survival Theory ICML 2013
Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes AISTATS 2013
Nonparanormal Belief Propagation (NPNBP) NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
Discussion of “Learning Scale Free Networks by Reweighted $\ell_1$ regularization” AISTATS 2011
Learning Scale Free Networks by Reweighted $\ell_1$ regularization AISTATS 2011
Inferring Interaction Networks using the IBP applied to microRNA Target Prediction NIPS 2011
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Learning Networks of Stochastic Differential Equations NIPS 2010
A Robust Procedure For Gaussian Graphical Model Search From Microarray Data With p Larger Than n JMLR 2006
Inferring Network Structure from Co-Occurrences NIPS 2006