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Sinead Williamson

Carnegie Mellon University

Differentially Private Median Forests for Regression and Classification

Jun 15, 2020
Shorya Consul, Sinead Williamson

* Submitted to NeurIPS 2020 

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Federating Recommendations Using Differentially Private Prototypes

Mar 01, 2020
Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo


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Dynamic Nonparametric Edge-Clustering Model for Time-Evolving Sparse Networks

May 29, 2019
Elahe Ghalebi, Hamidreza Mahyar, Radu Grosu, Sinead Williamson


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A survey of non-exchangeable priors for Bayesian nonparametric models

Nov 20, 2012
Nicholas J. Foti, Sinead Williamson


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A unifying representation for a class of dependent random measures

Nov 20, 2012
Nicholas J. Foti, Joseph D. Futoma, Daniel N. Rockmore, Sinead Williamson


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Restricting exchangeable nonparametric distributions

Sep 05, 2012
Sinead Williamson, Zoubin Ghahramani, Steven N. MacEachern, Eric P. Xing


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A non-parametric mixture model for topic modeling over time

Aug 22, 2012
Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing

* 9 pages 

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Modeling Images using Transformed Indian Buffet Processes

Jun 27, 2012
Ke Zhai, Yuening Hu, Sinead Williamson, Jordan Boyd-Graber

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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