Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures

30 December 2013

Papers citing "Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures"

48 / 98 papers shown

Title
Neural Clustering Processes Ari Pakman Yueqi Wang Catalin Mitelut JinHyung Lee Liam Paninski BDL 14 5 0 28 Dec 2018
A Generalization of Hierarchical Exchangeability on Trees to Directed Acyclic Graphs Paul Jung Jiho Lee S. Staton Hongseok Yang 17 9 0 15 Dec 2018
Reinforced urns and the subdistribution beta-Stacy process prior for competing risks analysis Andrea Arfe S. Peluso P. Muliere 6 5 0 29 Nov 2018
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Yun Liang 21 188 0 05 Nov 2018
A Bayesian model for sparse graphs with flexible degree distribution and overlapping community structure Juho Lee Lancelot F. James Seungjin Choi François Caron 16 4 0 03 Oct 2018
Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks Benjamin Bloem-Reddy Adam Foster Emile Mathieu Yee Whye Teh 26 5 0 09 Jul 2018
Limit theorems for invariant distributions Morgane Austern Peter Orbanz 14 2 0 27 Jun 2018
Minimax optimal rates for Mondrian trees and forests Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 54 49 0 15 Mar 2018
Deep Models of Interactions Across Sets Jason S. Hartford Devon R. Graham Kevin Leyton-Brown Siamak Ravanbakhsh 30 157 0 07 Mar 2018
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks Shaobo Han David B. Dunson 6 6 0 03 Mar 2018
Network Representation Using Graph Root Distributions Jing Lei 51 31 0 27 Feb 2018
Exchangeable modelling of relational data: checking sparsity, train-test splitting, and sparse exchangeable Poisson matrix factorization Victor Veitch Ekansh Sharma Zacharie Naulet Daniel M. Roy 16 1 0 06 Dec 2017
Bootstrap estimators for the tail-index and for the count statistics of graphex processes Zacharie Naulet Daniel M. Roy Ekansh Sharma Victor Veitch 17 3 0 05 Dec 2017
Universal consistency and minimax rates for online Mondrian Forests Jaouad Mourtada Stéphane Gaïffas Erwan Scornet 50 16 0 08 Nov 2017
Subsampling large graphs and invariance in networks Peter Orbanz 24 23 0 11 Oct 2017
A Dynamic Edge Exchangeable Model for Sparse Temporal Networks Yin Cheng Ng Ricardo M. A. Silva 35 6 0 11 Oct 2017
Projective, Sparse, and Learnable Latent Position Network Models Neil A. Spencer C. Shalizi 26 3 0 27 Sep 2017
On sparsity, power-law and clustering properties of graphex processes François Caron F. Panero Judith Rousseau 31 11 0 10 Aug 2017
Centrality measures for graphons: Accounting for uncertainty in networks Marco Avella-Medina F. Parise Michael T. Schaub Santiago Segarra 42 77 0 28 Jul 2017
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song Chao Yu 15 22 0 13 May 2017
Uniform estimation in stochastic block models is slow I. Castillo Peter Orbanz 19 1 0 09 Mar 2017
Random Networks, Graphical Models, and Exchangeability Steffen Lauritzen Alessandro Rinaldo Kayvan Sadeghi 18 34 0 29 Jan 2017
Random Walk Models of Network Formation and Sequential Monte Carlo Methods for Graphs Benjamin Bloem-Reddy Peter Orbanz 25 21 0 19 Dec 2016
Edge-exchangeable graphs and sparsity (NIPS 2016) Diana Cai Trevor Campbell Tamara Broderick 18 51 0 16 Dec 2016
Sampling and Estimation for (Sparse) Exchangeable Graphs Victor Veitch Daniel M. Roy 28 49 0 02 Nov 2016
Bayesian latent structure discovery from multi-neuron recordings Scott W. Linderman Ryan P. Adams Jonathan W. Pillow 11 54 0 26 Oct 2016
Exchangeable Trait Allocations Trevor Campbell Diana Cai Tamara Broderick 16 26 0 28 Sep 2016
Bayesian Nonparametrics for Sparse Dynamic Networks Cian Naik François Caron Judith Rousseau Yee Whye Teh Konstantina Palla 24 8 0 06 Jul 2016
Stochastic Patching Process Xuhui Fan Bin Li Yi Wang Yang Wang Fang Chen 13 0 0 23 May 2016
Completely random measures for modeling power laws in sparse graphs Diana Cai Tamara Broderick 13 6 0 22 Mar 2016
Edge-exchangeable graphs and sparsity Tamara Broderick Diana Cai 9 37 0 22 Mar 2016
Edge exchangeable models for network data Harry Crane Walter Dempsey 13 39 0 15 Mar 2016
Exchangeable Random Measures for Sparse and Modular Graphs with Overlapping Communities A. Todeschini Xenia Miscouridou François Caron 22 41 0 05 Feb 2016
The Class of Random Graphs Arising from Exchangeable Random Measures Victor Veitch Daniel M. Roy 81 101 0 07 Dec 2015
Priors on exchangeable directed graphs Diana Cai N. Ackerman Cameron E. Freer 24 7 0 28 Oct 2015
A framework for statistical network modeling Harry Crane Walter Dempsey 22 38 0 28 Sep 2015
Statistical Inference, Learning and Models in Big Data B. Franke Jean‐François Plante R. Roscher Annie Lee Cathal Smyth ... A. Selvitella Michael M. Hoffman Roger C. Grosse Dieter Hendricks Nancy Reid AI4CE 17 53 0 09 Sep 2015
Completely random measures for modelling block-structured networks Tue Herlau Mikkel N. Schmidt Morten Mørup 21 11 0 10 Jul 2015
A Review of Relational Machine Learning for Knowledge Graphs Maximilian Nickel Kevin Patrick Murphy Volker Tresp E. Gabrilovich 38 1,562 0 02 Mar 2015
An iterative step-function estimator for graphons Diana Cai N. Ackerman Cameron E. Freer 36 10 0 05 Dec 2014
A unified view of generative models for networks: models, methods, opportunities, and challenges Abigail Z. Jacobs A. Clauset 55 31 0 14 Nov 2014
Poisson Latent Feature Calculus for Generalized Indian Buffet Processes Lancelot F. James 35 10 0 11 Nov 2014
Sharp Total Variation Bounds for Finitely Exchangeable Arrays A. Volfovsky E. Airoldi 26 3 0 23 Jul 2014
Priors for Random Count Matrices Derived from a Family of Negative Binomial Processes Mingyuan Zhou Oscar Hernan Madrid Padilla James G. Scott 63 29 0 12 Apr 2014
Statistical Tests for Large Tree-structured Data Karthik Bharath P. Kambadur D. Dey A. Rao V. Baladandayuthapani 37 3 0 10 Apr 2014
Venture: a higher-order probabilistic programming platform with programmable inference Vikash K. Mansinghka Daniel Selsam Yura N. Perov 28 254 0 01 Apr 2014
Sparse graphs using exchangeable random measures François Caron E. Fox 40 20 0 06 Jan 2014
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation E. Airoldi Thiago B. Costa Stanley H. Chan 38 190 0 07 Nov 2013