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07/13/2023
Fast Bayesian Record Linkage for Streaming Data Contexts
Record linkage is the task of combining records from multiple files whic...
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12/30/2022
A Bayesian latent position approach for community detection in single- and multi-layer networks with continuous attributes
The increasing prevalence of multiplex networks has spurred a critical n...
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09/06/2022
Fast Generation of Exchangeable Sequence of Clusters Data
Recent advances in Bayesian models for random partitions have led to the...
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02/18/2021
A Latent Space Model for Multilayer Network Data
In this work, we propose a Bayesian statistical model to simultaneously ...
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08/23/2020
A Prior for Record Linkage Based on Allelic Partitions
In database management, record linkage aims to identify multiple records...
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04/04/2020
Random Partition Models for Microclustering Tasks
Traditional Bayesian random partition models assume that the size of eac...
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10/02/2018
Posterior Prototyping: Bridging the Gap between Bayesian Record Linkage and Regression
Record linkage (entity resolution or de-deduplication) is the process of...
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10/03/2017
Modelling and prediction of financial trading networks: An application to the NYMEX natural gas futures market
Over the last few years there has been a growing interest in using finan...
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10/03/2017
Investigating Competition in Financial Markets: A Sparse Autologistic Model for Dynamic Network Data
We develop a sparse autologistic model for investigating the impact of d...
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10/03/2017
Bayesian Fused Lasso regression for dynamic binary networks
We propose a multinomial logistic regression model for link prediction i...
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10/31/2016
Flexible Models for Microclustering with Application to Entity Resolution
Most generative models for clustering implicitly assume that the number ...
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12/02/2015