Beal, Matthew J.

7 publications

UAI 2006 Gene Expression Time Course Clustering with Countably Infinite Hidden Markov Models Matthew J. Beal, Praveen Krishnamurthy

NeurIPS 2004 Sharing Clusters Among Related Groups: Hierarchical Dirichlet Processes Yee W. Teh, Michael I. Jordan, Matthew J. Beal, David M. Blei

NeurIPS 2003 Inferring State Sequences for Non-Linear Systems with Embedded Hidden Markov Models Radford M. Neal, Matthew J. Beal, Sam T. Roweis

ECCV 2002 Audio-Video Sensor Fusion with Probabilistic Graphical Models Matthew J. Beal, Hagai Attias, Nebojsa Jojic

NeurIPS 2001 The Infinite Hidden Markov Model Matthew J. Beal, Zoubin Ghahramani, Carl E. Rasmussen

NeurIPS 2000 Propagation Algorithms for Variational Bayesian Learning Zoubin Ghahramani, Matthew J. Beal

NeurIPS 1999 Variational Inference for Bayesian Mixtures of Factor Analysers Zoubin Ghahramani, Matthew J. Beal