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GPflow: A Gaussian process library using TensorFlow

, , , , , , , и . (2016)cite arxiv:1610.08733.

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Pariwasch Ghahramani

 

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Factorial hidden Markov models, , и . Machine learning, 29 (2-3): 245--273 (1997)Parameter Estimation for Linear Dynamical Systems, и . CRG-TR-96-2. Department of Computer Science, University of Toronto, (22.02.1996)GPflow: A Gaussian process library using TensorFlow, , , , , , , и . (2016)cite arxiv:1610.08733.Bayesian Learning in Undirected Graphical Models: Approximate MCMC algorithms, и . CoRR, (2012)Kronecker Graphs: An Approach to Modeling Networks., , , , и . CoRR, (2008)Imitation networks: Few-shot learning of neural networks from scratch., , , , и . CoRR, (2018)Unsupervised Many-to-Many Object Matching for Relational Data., , и . IEEE Trans. Pattern Anal. Mach. Intell., 38 (3): 607-617 (2016)Latent-Space Variational Bayes., , и . IEEE Trans. Pattern Anal. Mach. Intell., 30 (12): 2236-2242 (2008)Pitman Yor Diffusion Trees for Bayesian Hierarchical Clustering., и . IEEE Trans. Pattern Anal. Mach. Intell., 37 (2): 271-289 (2015)A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series., , , , и . RECOMB, том 5541 из Lecture Notes in Computer Science, стр. 201-216. Springer, (2009)