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All publications by Arthur U. Asuncion
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Continuous-Time Regression Models for Longitudinal Networks
Duy Q. Vu, David Hunter, Padhraic Smyth and Arthur U. Asuncion
Advances in Neural Information Processing Systems 24, 2011


Dynamic Egocentric Models for Citation Networks
David Hunter, Padhraic Smyth, Duy Q. Vu and Arthur U. Asuncion
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks
James R. Foulds, Christopher Dubois, Arthur U. Asuncion, Carter T. Butts and Padhraic Smyth
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Particle Filtered MCMC-MLE with Connections to Contrastive Divergence
Arthur U. Asuncion, Qiang Liu, Alexander T. Ihler and Padhraic Smyth
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Learning with Blocks: Composite Likelihood and Contrastive Divergence
Arthur U. Asuncion, Qiang Liu, Alexander T. Ihler and Padhraic Smyth
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Distributed Algorithms for Topic Models
David Newman, Arthur U. Asuncion, Padhraic Smyth and Max Welling
Journal of Machine Learning Research, 2009


Asynchronous Distributed Learning of Topic Models
Padhraic Smyth, Max Welling and Arthur U. Asuncion
Advances in Neural Information Processing Systems 21, 2008


Distributed Inference for Latent Dirichlet Allocation
David Newman, Padhraic Smyth, Max Welling and Arthur U. Asuncion
Advances in Neural Information Processing Systems 20, 2007