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All publications by John Iii
authors venues years



Streaming, Distributed Variational Inference for Bayesian Nonparametrics
Trevor Campbell, Julian Straub, John Iii and Jonathan P. How
Advances in Neural Information Processing Systems 28, 2015


Probabilistic Variational Bounds for Graphical Models
Qiang Liu, John Iii and Alexander T. Ihler
Advances in Neural Information Processing Systems 28, 2015


Coresets for k-Segmentation of Streaming Data
Guy Rosman, Mikhail Volkov, Dan Feldman, John Iii and Daniela Rus
Advances in Neural Information Processing Systems 27, 2014


Parallel Sampling of HDPs using Sub-Cluster Splits
Jason Chang and John Iii
Advances in Neural Information Processing Systems 27, 2014


Parallel Sampling of DP Mixture Models using Sub-Cluster Splits
Jason Chang and John Iii
Advances in Neural Information Processing Systems 26, 2013


Efficient Sampling from Combinatorial Space via Bridging
Dahua Lin and John Iii
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Tractable Bayesian Inference of Time-Series Dependence Structure
Michael Siracusa and John Iii
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Performance Guarantees for Information Theoretic Active Inference
Jason L. Williams, John Iii and Alan S. Willsky
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Dynamic Factorization Tests: Applications to Multi-modal Data Association
Michael Siracusa and John Iii
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics (AISTATS-07), 2007


Loopy Belief Propagation: Convergence and Effects of Message Errors
Alexander T. Ihler, John Iii and Alan S. Willsky
Journal of Machine Learning Research, 2005


ICA Using Spacings Estimates of Entropy
Erik G. Learned-miller and John Iii
Journal of Machine Learning Research, 2003


Recovering Articulated Model Topology from Observed Rigid Motion
Leonid Taycher, John Iii and Trevor Darrell
Advances in Neural Information Processing Systems 15, 2002