Eleventh International Conference on
~ Artificial Intelligence and Statistics ~
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A I S T A T S 2 0 0 7
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http://www.stat.umn.edu/~aistat/
March 21-24, 2007, San Juan, Puerto Rico
Submission deadline: October 10, 2006
For the first time, collocated with The "Snowbird" Learning Workshop
The eleventh Conference on Artificial Intelligence and Statistics is
an interdisciplinary gathering of researchers at the intersection of
computer science, statistics, and related areas. Since its inception
in 1985, the primary goal of this conference has been to broaden
research in both of these fields by promoting the exchange of ideas
between them. We encourage the submission of all papers which are in
keeping with this objective.
Presentations will include invited talks, contributed talks, and
posters. Papers for poster sessions will be treated equally with
papers for oral presentation in the conference proceedings.
Papers on all aspects of the interface between AI & Statistics are
strongly encouraged, including but not limited to:
* Active learning and experimental design
* Approximate and Monte Carlo Inference
* Bayesian statistics
* Causal modelling
* Density Estimation
* Information retrieval
* Game theory
* Cluster analysis and unsupervised learning
* Graphical models
* Integrated man-machine modeling methods
* Interpretability in modelling
* Kernel methods
* Knowledge discovery in databases
* Metadata and the design of statistical data bases
* Model uncertainty, multiple models
* Online learning
* Pattern recognition
* Prediction: classification and regression
* Probability and search
* Semi-supervised learning
* Statistical decision making
* Statistical genetics and computational biology
* Vision, robotics, natural language processing, speech recognition
* Visualization of very large datasets
Submission Requirements:
Electronic submission of papers is required. The papers (up to 8 pages
in length) should be submitted through the AI and Statistics
Conference Management page.
Submissions will be considered if they are received by 9:00 PM October
10, 2006, Universal Time. Receipt of all submissions will be confirmed
via electronic mail. Acceptance notices will be emailed by December
17, 2006.
Final papers (up to 8 pages, double column) must be received by
February 10, 2006. These papers will published in the refereed
conference proceedings.
Conference web site: http://www.stat.umn.edu/~aistat/
Conference Chairs:
Marina Meila, University of Washington
Xiaotong Shen, University of Minnesota
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