Difference between revisions of "Class meeting for 10-605 in Fall 2016 Overview"
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* [http://www-2.cs.cmu.edu/~wcohen/postscript/ml-95-ripper.ps William W. Cohen (1995): Fast effective rule induction in ICML 1995: 115-123.] | * [http://www-2.cs.cmu.edu/~wcohen/postscript/ml-95-ripper.ps William W. Cohen (1995): Fast effective rule induction in ICML 1995: 115-123.] | ||
* [http://dl.acm.org/citation.cfm?id=1073017&bnc=1 Scaling to very very large corpora for natural language disambiguation], Banko & Brill, ACL 2001 | * [http://dl.acm.org/citation.cfm?id=1073017&bnc=1 Scaling to very very large corpora for natural language disambiguation], Banko & Brill, ACL 2001 | ||
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| + | === Things to remember === | ||
Revision as of 13:14, 14 October 2015
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.
Slides
Homework
- Before the next class: watch My overview lecture from 10-601 (lecture 1, and a little of lecture 2) if you need it.
Readings for the Class
- The Unreasonable Effectiveness of Data - Halevy, Pereira, Norvig
Also discussed
- William W. Cohen (1993): Efficient pruning methods for separate-and-conquer rule learning systems in IJCAI 1993: 988-994
- William W. Cohen (1995): Fast effective rule induction in ICML 1995: 115-123.
- Scaling to very very large corpora for natural language disambiguation, Banko & Brill, ACL 2001
