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Sparse Graphs using Exchangeable Random Measures

Journal paper
Francois Caron and Emily B. Fox
To appear in Journal of the Royal Statistical Society: Series B (read paper)
Publication year: 2017

Clustering Correlated, Sparse Data Streams to Estimate a Localized Housing Price Index

Journal paper
You Ren, Emily B. Fox, & Andrew Bruce
Annals of Applied Statistics, Vol. 11, No. 2, pp. 808-839
Publication year: 2017

Temporal Behavior of Seizures and Interictal Bursts in Prolonged Intracranial Recordings from Epileptic Canines

Journal paper
Haomeng Ung, Kathryn Davis, Drausin Wulsin, Joost Wagenaar, Emily B. Fox, J. McDonnell, Edward Patterson, Charles Vite, Gregory Worrell, & Brian Litt
Epilepsia, vol. 57, no. 12, pp. 1949-1957
Publication year: 2016

Spatio-Temporal Low Count Processes with Application to Violent Crime Events

Journal paper
Sivan Aldor-Noiman, Lawrence D. Brown, Emily B. Fox, & Robert A. Stine
Statistica Sinica, vol. 26, pp. 1587-1610
Publication year: 2016

Mining Continuous Intracranial EEG in Focal Canine Epilepsy: Relating Intracranial Bursts to Seizure Onsets

Journal paper
Kathryn Davis, Drausin Wulsin, Haomeng Ung, Joost Wagenaar, Emily B. Fox, Edward Patterson, Charles Vite, Gregory Worrel, & Brian Litt
Epilepsia, vol. 57, no. 1, pp. 89-98
Publication year: 2016

A Novel Seizure Detection Algorithm Informed by Hidden Markov Model Event States

Journal paper
Steven Baldassano, Drausin Wulsin, Haomeng Ung, Tyler Blevins, Mesha-Gay Brown, Emily B. Fox, & Brian Litt
Journal of Neural Engineering, vol. 13, no. 3
Publication year: 2016

Guest Editors’ Introduction to the Special Issue on Bayesian Nonparametrics

Journal paper
Ryan P. Adams, Emily B. Fox, Erik B. Sudderth, & Yee Whye Teh
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 37, no. 2, pp. 209-211
Publication year: 2015

Bayesian Nonparametric Covariance Regression

Journal paper
Emily B. Fox and David B. Dunson
Journal of Machine Learning Research, vol. 16, pp. 2501-2542
Publication year: 2015

Modeling the Complex Dynamics and Changing Correlations of Epileptic Events

Journal paper
Drausin F. Wulsin, Emily B. Fox, & Brian Litt
Artificial Intelligence, vol. 216, pp. 55-75
Publication year: 2014

Joint Modeling of Multiple Time Series via the Beta Process with Application to Motion Capture Segmentation

Journal paper
Emily B. Fox, Michael C. Hughes, Erik B. Sudderth, & Michael I. Jordan
Annals of Applied Statistics, vol. 8, no. 3, pp. 1281-1313
Publication year: 2014

A Bayesian Approach for Predicting the Popularity of Tweets

Journal paper
Tauhid Zaman, Emily B. Fox, & Eric T. Bradlow
Annals of Applied Statistics, vol. 8, no. 3, pp. 1583-1611
Publication year: 2014

Bayesian Nonparametric Inference of Switching Dynamic Linear Models

Journal paper
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, & Alan S. Willsky
IEEE Transactions on Signal Processing, vol. 59, no. 4, pp. 1569-1585
Publication year: 2011

A Sticky HDP-HMM with Application to Speaker Diarization

Journal paper
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, & Alan S. Willsky
Annals of Applied Statistics, vol. 5, no. 2A, pp. 1020-1056
Publication year: 2011

Bayesian Nonparametric Methods for Learning Markov Switching Processes

Journal paper
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, & Alan S. Willsky
IEEE Signal Processing Magazine, vol. 27, no. 6, pp. 43-54
Publication year: 2010

Detection and Localization of Material Releases with Sparse Sensor Configurations

Journal paper
Emily B. Fox, John W. Fisher, & Alan S. Willsky
IEEE Transactions on Signal Processing, vol. 55, no. 5, pp. 1886-1898
Publication year: 2007