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» Sequential Inductive Learning

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ACL
2006

193views Computational Linguistics» more ACL 2006»

Prototype-Driven Grammar Induction

13 years 11 months ago

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We investigate prototype-driven learning for primarily unsupervised grammar induction. Prior knowledge is specified declaratively, by providing a few canonical examples of each ta...

Aria Haghighi, Dan Klein

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ICML
2003
IEEE

113views Machine Learning» more ICML 2003»

Robust Induction of Process Models from Time-Series Data

14 years 10 months ago

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Pat Langley, Dileep George, Stephen D. Bay, Kazumi...

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IFIP12
2008

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Bayesian Networks Optimization Based on Induction Learning Techniques

13 years 11 months ago

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Obtaining a bayesian network from data is a learning process that is divided in two steps: structural learning and parametric learning. In this paper, we define an automatic learni...

Paola Britos, Pablo Felgaer, Ramón Garc&iac...

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ICML
2001
IEEE

129views Machine Learning» more ICML 2001»

General Loss Bounds for Universal Sequence Prediction

14 years 10 months ago

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The Bayesian framework is ideally suited for induction problems. The probability of observing xt at

Marcus Hutter

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