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All publications by Emily B. Fox
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Parsing epileptic events using a Markov switching process model for correlated time series
Drausin Wulsin, Brian Litt and Emily B. Fox
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data
Michael C. Hughes, Emily B. Fox and Erik B. Sudderth
Advances in Neural Information Processing Systems 25, 2012


Multiresolution Gaussian Processes
Emily B. Fox and David B. Dunson
Advances in Neural Information Processing Systems 25, 2012


Hierarchical Latent Dictionaries for Models of Brain Activation
Alona Fyshe, Emily B. Fox, David B. Dunson and Tom M. Mitchell
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Sharing Features among Dynamical Systems with Beta Processes
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan and Alan S. Willsky
Advances in Neural Information Processing Systems 22, 2009


An HDP-HMM for systems with state persistence
Emily B. Fox, Erik B. Sudderth, Michael I. Jordan and Alan S. Willsky
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008


Nonparametric Bayesian Learning of Switching Linear Dynamical Systems
Emily B. Fox, Erik B. Sudderth, Alan S. Willsky, Michael I. Jordan and Alan S. Willsky
Advances in Neural Information Processing Systems 21, 2008