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A kernel method for unsupervised structured network inference.

, , , and . AISTATS, volume 5 of JMLR Proceedings, page 368-375. JMLR.org, (2009)

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Gaussian Process Volatility Model., , and . NIPS, page 1044-1052. (2014)Collaborative Gaussian Processes for Preference Learning., , , and . NIPS, page 2105-2113. (2012)The Infinite Hidden Markov Model., , and . NIPS, page 577-584. MIT Press, (2001)Learning to Parse Images., , and . NIPS, page 463-469. The MIT Press, (1999)MCMC for Doubly-intractable Distributions., , and . UAI, AUAI Press, (2006)Spectral Methods for Automatic Multiscale Data Clustering., and . CVPR (1), page 190-197. IEEE Computer Society, (2006)Infinite Sparse Factor Analysis and Infinite Independent Components Analysis., and . ICA, volume 4666 of Lecture Notes in Computer Science, page 381-388. Springer, (2007)U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models., , , and . ECML, volume 3720 of Lecture Notes in Computer Science, page 377-388. Springer, (2005)The Dynamic Beamformer., , , , and . MLINI, volume 7263 of Lecture Notes in Computer Science, page 148-155. Springer, (2011)Discovering Interpretable Representations for Both Deep Generative and Discriminative Models., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 50-59. PMLR, (2018)