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Bayesian Feature Weighting for Unsupervised Learning, with Application to Object Recognition., , , and . AISTATS, Society for Artificial Intelligence and Statistics, (2003)"Name That Song!" A Probabilistic Approach to Querying on Music and Text., and . NIPS, page 1505-1512. MIT Press, (2002)Bayesian Policy Learning with Trans-Dimensional MCMC., , , and . NIPS, page 665-672. Curran Associates, Inc., (2007)Toward Practical N2 Monte Carlo: the Marginal Particle Filter., , and . UAI, page 308-315. AUAI Press, (2005)Taking the Human Out of the Loop: A Review of Bayesian Optimization., , , , and . Proceedings of the IEEE, 104 (1): 148-175 (2016)Analysis of Particle Methods for Simultaneous Robot Localization and Mapping and a New Algorithm: Marginal-SLAM., , and . ICRA, page 2415-2420. IEEE, (2007)Learning to learn by gradient descent by gradient descent., , , , , , and . NIPS, page 3981-3989. (2016)Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks, , , and . CoRR, (2013)An Entropy Search Portfolio for Bayesian Optimization., , , , and . CoRR, (2014)Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network., , , , and . CoRR, (2014)