Measure Transformer Semantics for Bayesian Machine Learning

Author:

Borgström Johannes,Gordon Andrew D.,Greenberg Michael,Margetson James,Van Gael Jurgen

Publisher

Springer Berlin Heidelberg

Reference38 articles.

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2. Barthe, G., Grégoire, B., Béguelin, S.Z.: Formal certification of code-based cryptographic proofs. In: POPL, pp. 90–101. ACM, New York (2009)

3. Billingsley, P.: Probability and Measure, 3rd edn. Wiley, Chichester (1995)

4. Bonawitz, K.A.: Composable Probabilistic Inference with Blaise. PhD thesis, MIT, Available as Technical Report MIT-CSAIL-TR-2008-044 (2008)

5. Borgström, J., Gordon, A.D., Greenberg, M., Margetson, J., Van Gael, J.: Measure transformer semantics for Bayesian machine learning. Technical report, Microsoft Research (2011)

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