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A Bayesian approach to reconstructing genetic regulatory networks with hidden factors.

, , , , and . Bioinform., 21 (3): 349-356 (2005)

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Audio-Video Sensor Fusion with Probabilistic Graphical Models., , and . ECCV (1), volume 2350 of Lecture Notes in Computer Science, page 736-752. Springer, (2002)A self-calibrating algorithm for speaker tracking based on audio-visual statistical models., , and . ICASSP, page 1997-2000. IEEE, (2002)A Graphical Model for Audiovisual Object Tracking., , and . IEEE Trans. Pattern Anal. Mach. Intell., 25 (7): 828-836 (2003)Inferring Transcriptional Networks Using Prior Biological Knowledge and Constrained State-Space Models., , , , and . Learning and Inference in Computational Systems Biology, MIT Press, (2010)Variational Bayesian Learning of Directed Graphical Models with Hidden Variables, and . Bayesian Analysis, (2006)On profiling mobility and predicting locations of wireless users., , , and . REALMAN@MobiHoc, page 55-62. ACM, (2006)Propagation Algorithms for Variational Bayesian Learning., and . NIPS, page 507-513. MIT Press, (2000)A Statistical Model For Writer Verification., , , and . ICDAR, page 1105-1109. IEEE Computer Society, (2005)The Infinite Hidden Markov Model., , and . NIPS, page 577-584. MIT Press, (2001)Hierarchical Dirichlet Processes, , , and . Advances in Neural Information Processing Systems (NIPS), (2005)