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| Scott Davies |
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| PhD Student, CS |
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Email:
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Mailing address:
School Of Computer Science
Carnegie Mellon University
5000 Forbes Ave
Pittsburgh, PA 15213
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| Publications |
- Mix-nets: Factored Mixtures of Gaussians in Bayesian Networks with Mixed Continuous and Discrete Variables
Scott Davies and Andrew Moore
tech. report CMU-CS-00-119, Computer Science Department, Carnegie Mellon University, April, 2000
Details |
pdf (406KB) | Copyrighted
- Cached Sufficient Statistics for Automated Mining and Discovery from Massive Data Sources
Andrew Moore, Jeff Schneider, Brigham Anderson, Scott Davies, Paul Komarek, Mary Soon Lee, Marina Meila, Remi Munos, Kary Myers, and Dan Pelleg
July, 1999.
Details |
pdf (192KB) | Copyrighted
- Bayesian Networks for Lossless Dataset Compression
Scott Davies and Andrew Moore
1999 Knowledge Discovery from Databases (KDD '99), 1999.
Details |
pdf (144KB) | Copyrighted
- Applying Online Search Techniques to Reinforcement Learning
Scott Davies, A. Y. Ng, and Andrew Moore
Fifteenth National Conference on Artificial Intelligence (AAAI), 1998.
Details |
pdf (234KB) | Copyrighted
- Fast Probabilistic Modeling for Combinatorial Optimization
Shumeet Baluja and Scott Davies
Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI-98), 1998.
Details |
pdf (852KB) | Copyrighted
- Pool-Wise Crossover in Genetic Algorithms: An
Information-Theoretic Perspective
Shumeet Baluja and Scott Davies
Proceedings of FOGA-98, 1998.
Details |
pdf (60KB) | Copyrighted
- Combining Multiple Optimization Runs with Optimal Dependency Trees
Shumeet Baluja and Scott Davies
tech. report CMU-CS-97-157, Computer Science Department, Carnegie Mellon University, 1997
Details |
pdf (846KB) | Copyrighted
- Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space
Shumeet Baluja and Scott Davies
tech. report CMU-CS-97-107, Computer Science Department, Carnegie Mellon University, 1997
Details |
pdf (64KB) | Copyrighted
- Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space
Shumeet Baluja and Scott Davies
Proceedings of the 1997 International Conference on Machine
Learning, 1997.
Details |
pdf (58KB) | Copyrighted
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