Difference between revisions of "Class meeting for 10-405 Parallel Perceptrons"
From Cohen Courses
Jump to navigationJump to search (→Quiz) |
(→Slides) |
||
Line 5: | Line 5: | ||
* Lecture 1: [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-1.pptx in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-1.pdf in PDF]. | * Lecture 1: [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-1.pptx in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-1.pdf in PDF]. | ||
* Lecture 2: [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-2.pptx in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-2.pdf in PDF]. | * Lecture 2: [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-2.pptx in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-2.pdf in PDF]. | ||
− | * Lecture 3: .... | + | * Lecture 3: : [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-3.pptx in Powerpoint], [http://www.cs.cmu.edu/~wcohen/10-405/perceptrons-3.pdf in PDF]. |
=== Quiz === | === Quiz === |
Revision as of 10:18, 22 February 2018
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-405 in Spring 2018.
Contents
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.