The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 24, 2012

Filed:

Jun. 20, 2008
Applicants:

Thomas Minka, Cambridge, GB;

John Winn, Cambridge, GB;

Inventors:

Thomas Minka, Cambridge, GB;

John Winn, Cambridge, GB;

Assignee:

Microsoft Corporation, Redmond, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2006.01); G06F 17/20 (2006.01);
U.S. Cl.
CPC ...
Abstract

A compiler for probabilistic programs is described. The inputs to the compiler are a definition of a model and a set of inference queries. The model definition is written as a probabilistic program which describes a system of interest. The compiler transforms statements in the probabilistic program to generate source code which performs the specified queries on the model. The source code may subsequently be compiled into a compiled algorithm and executed using data about the system. The execution of the compiled algorithm can be repeated with different data or parameter settings without requiring any recompiling of the algorithm.


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