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Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks

, , and . (2017)cite arxiv:1707.02476.

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Beam Sampling for the Infinite Hidden Markov Model, , , and . Proceedings of the International Conference on Machine learning (ICML), (2008)Advanced Mean Field Methods---Theory and Practice, and . chapter Graphical models and variational methods, MIT Press, (2000)A Probabilistic Model for Online Document Clustering with Application to Novelty Detection, , and . Proc. NIPS, (2005)The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models, and . v10, (1187)Bayesian Support Vector Machines for Feature Ranking and Selection., , , and . Feature Extraction, volume 207 of Studies in Fuzziness and Soft Computing, Springer, (2006)Face Recognition Based on Separable Lattice HMMS., , , , and . ICASSP (5), page 737-740. IEEE, (2006)An Introduction to Variational Methods for Graphical Models., , , and . Mach. Learn., 37 (2): 183-233 (1999)Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms, and . CoRR, (2012)Unsupervised Many-to-Many Object Matching for Relational Data., , and . IEEE Trans. Pattern Anal. Mach. Intell., 38 (3): 607-617 (2016)Latent-Space Variational Bayes., , and . IEEE Trans. Pattern Anal. Mach. Intell., 30 (12): 2236-2242 (2008)