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Stochastic Neural Networks with Monotonic Activation Functions

, , , , and . (2015)cite arxiv:1601.00034v2.pdfComment: AISTATS 2016.

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Sequential PAC Learning., and . COLT, page 377-384. ACM, (1995)A Generalized Loop Correction Method for Approximate Inference in Graphical Models., , and . ICML, icml.cc / Omnipress, (2012)Stochastic Neural Networks with Monotonic Activation Functions., , , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 809-818. JMLR.org, (2016)Segmentation of Lung Tumours in Positron Emission Tomography Scans: A Machine Learning Approach., , , , , , and . AIME, volume 5651 of Lecture Notes in Computer Science, page 146-155. (2009)Perturbed Message Passing for Constraint Satisfaction Problems., and . CoRR, (2014)Learning Bayesian Nets that Perform Well, , and . CoRR, (2013)Training Restricted Boltzmann Machine by Perturbation., , and . CoRR, (2014)Quick detection of brain tumors and edemas: A bounding box method using symmetry., , , , and . Comput. Medical Imaging Graph., 36 (2): 95-107 (2012)Predicting homologous signaling pathways using machine learning., , , and . Bioinform., 25 (22): 2913-2920 (2009)Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers., , , and . Mach. Learn., 59 (3): 297-322 (2005)