MeetingsFrom: wray@dynaptics.comDate: Tue, 26 Sep 2000 14:16:58 -0700 Subject: NIPS*2000 Workshop: Software Support for Bayesian Analysis Systems Those of you interested in the intersection of software engineering and data mining tools would find the following relevant. Foolow the URL for details. Wray Buntine ============ Call for Participation in NIPS*2000 Workshop ON Software Support for Bayesian Analysis Systems AT Breckenridge, Colorado, December 1/2, 2000 URL: http://ase.arc.nasa.gov/nips2000 ABSTRACT: Bayesian Analysis or Probability Modeling is an established technique for many data analysis applications. The development of application software for any specific analysis problem, however, is a difficult and time-consuming task. Programs must be tailored to the specific problem, need to represent the given statistical model correctly, and should preferably run efficiently. Over the last ten years, a variety of different libraries, shells, and synthesis systems for Bayesian data analysis has been implemented which are intended to simplify application software development. The goal of this workshop is to bring together developers of such generic Bayesian, neural, or statistical software packages and tools together with the developers of generic algorithm schemas (more recent ones amenable to automated effort include Structural EM, Fisher Kernel method, mean-field, etc.), and software engineering experts. It is intended as a forum to discuss and exchange the different technical approaches as for example usage of libraries, interpretation and visualization of statistical models, or more automated software construction, e.g., component-oriented programming or software synthesis based on generic algorithm schemas. The workshop discusses the potential and problems of generic tools for the development of efficient data analysis software tailored towards specific applications. |
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