Difference between revisions of "Class meeting for 10-405 Parallel Perceptrons"
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* [http://www.cs.columbia.edu/~mcollins/papers/tagperc.pdf Discriminative Training Methods for Hidden Markov Models], Collins EMNLP 2002. | * [http://www.cs.columbia.edu/~mcollins/papers/tagperc.pdf Discriminative Training Methods for Hidden Markov Models], Collins EMNLP 2002. | ||
*[http://www.ryanmcd.com/papers/parallel_perceptronNAACL2010.pdf Distributed Training Strategies for the Structured Perceptron], R. McDonald, K. Hall and G. Mann, North American Association for Computational Linguistics (NAACL), 2010. | *[http://www.ryanmcd.com/papers/parallel_perceptronNAACL2010.pdf Distributed Training Strategies for the Structured Perceptron], R. McDonald, K. Hall and G. Mann, North American Association for Computational Linguistics (NAACL), 2010. | ||
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| + | === Things to Remember === | ||
Revision as of 12:32, 5 March 2018
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-405 in Spring 2018.
Slides
- Lecture 1: in Powerpoint, in PDF.
- Lecture 2: in Powerpoint, in PDF.
- Lecture 3: : in Powerpoint, in PDF.
Quiz
Readings
Readings
- Large Margin Classification Using the Perceptron Algorithm, Freund and Schapire, MLJ 1999
- Discriminative Training Methods for Hidden Markov Models, Collins EMNLP 2002.
- Distributed Training Strategies for the Structured Perceptron, R. McDonald, K. Hall and G. Mann, North American Association for Computational Linguistics (NAACL), 2010.
