Random Partition Models for Microclustering Tasks

4 April 2020

Papers citing "Random Partition Models for Microclustering Tasks"

16 / 16 papers shown

Title
(Almost) All of Entity Resolution Olivier Binette R. Steorts AI4TS 44 60 0 10 Aug 2020
Sampling and Inference for Beta Neutral-to-the-Left Models of Sparse Networks Benjamin Bloem-Reddy Adam Foster Emile Mathieu Yee Whye Teh 49 5 0 09 Jul 2018
Informed proposals for local MCMC in discrete spaces Giacomo Zanella 59 125 0 20 Nov 2017
Non-exchangeable random partition models for microclustering Giuseppe Di Benedetto François Caron Yee Whye Teh 32 12 0 20 Nov 2017
Subsampling large graphs and invariance in networks Peter Orbanz 61 24 0 11 Oct 2017
Theoretical Limits of Record Linkage and Microclustering J. Johndrow K. Lum David B. Dunson 50 6 0 15 Mar 2017
Performance Bounds for Graphical Record Linkage R. Steorts Matt Barnes Willie Neiswanger CML 24 9 0 08 Mar 2017
In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling Neil G. Marchant Benjamin I. P. Rubinstein 64 23 0 02 Mar 2017
Flexible Models for Microclustering with Application to Entity Resolution Giacomo Zanella Brenda Betancourt Hanna M. Wallach Jeffrey W. Miller Abbas Zaidi Beka Steorts 50 42 0 31 Oct 2016
Frequency of Frequencies Distributions and Size Dependent Exchangeable Random Partitions Mingyuan Zhou Stefano Favaro S. Walker 47 16 0 31 Jul 2016
Edge-exchangeable graphs and sparsity Tamara Broderick Diana Cai 30 37 0 22 Mar 2016
Microclustering: When the Cluster Sizes Grow Sublinearly with the Size of the Data Set Jeffrey W. Miller Brenda Betancourt Abbas Zaidi Hanna M. Wallach R. Steorts 60 22 0 02 Dec 2015
SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication R. Steorts Rob Hall S. Fienberg CML 74 148 0 02 Mar 2014
Principled Graph Matching Algorithms for Integrating Multiple Data Sources Duo Zhang Benjamin I. P. Rubinstein J. Gemmell 74 20 0 03 Feb 2014
Metropolis-Hastings within Partially Collapsed Gibbs Samplers D. V. van Dyk X. Jiao 43 50 0 12 Sep 2013
Consistency under sampling of exponential random graph models C. Shalizi Alessandro Rinaldo 89 208 0 13 Nov 2011