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Tuyen N. Huynh Adviser: Prof. Raymond J. Mooney

Tuyen N. Huynh Adviser: Prof. Raymond J. Mooney

Improving the Accuracy and Scalability of Discriminative Learning Methods for Markov Logic Networks. PhD Defense. May 2 nd , 2011. Tuyen N. Huynh Adviser: Prof. Raymond J. Mooney. Biochemistry. Predicting mutagenicity [ Srinivasan et. al, 1995]. Natural language processing.

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797 views • 68 slides
Transfer Learning Via Advice Taking

Transfer Learning Via Advice Taking

Transfer Learning Via Advice Taking. Jude Shavlik University of Wisconsin-Madison. Acknowledgements. Lisa Torrey, Trevor Walker, & Rich Maclin DARPA IPTO Grant HR0011-04-1-0007 NRL Grant N00173-06-1-G002 DARPA IPTO Grant FA8650-06-C-7606. What Would You Like to Say to This Penguin?.

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588 views • 43 slides
Montague meets Markov: Combining Logical and Distributional Semantics

Montague meets Markov: Combining Logical and Distributional Semantics

Montague meets Markov: Combining Logical and Distributional Semantics. Raymond J. Mooney Katrin Erk Islam Beltagy University of Texas at Austin. 1. 1. Logical AI Paradigm. Represents knowledge and data in a binary symbolic logic such as FOPC.

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534 views • 38 slides
Online Max-Margin Weight Learning for Markov Logic Networks

Online Max-Margin Weight Learning for Markov Logic Networks

Machine Learning Group Department of Computer Science The University of Texas at Austin. Online Max-Margin Weight Learning for Markov Logic Networks. SDM 2011, April 29, 2011. Tuyen N. Huynh and Raymond J. Mooney. Motivation. Citation segmentation.

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533 views • 36 slides
Montague Meets Markov: Deep Semantics with Probabilistic Logical Form

Montague Meets Markov: Deep Semantics with Probabilistic Logical Form

Richard Montague. Andrey Markov. Montague Meets Markov: Deep Semantics with Probabilistic Logical Form. Islam Beltagy , Cuong Chau, Gemma Boleda, Dan Garrette, Katrin Erk, Raymond Mooney The University of Texas at Austin. Distributional Semantics Statistical method Robust Shallow.

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433 views • 23 slides
Jude Shavlik

Jude Shavlik

Speeding Up Inference in Markov Logic Networks by Preprocessing to Reduce the Size of the Resulting Grounded Network. Sriraam Natarajan. Jude Shavlik . Computer Sciences Department University of Wisconsin, Madison USA. Markov Logic Networks (Richardson & Domingos , MLj 2006).

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427 views • 22 slides

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