Difference between revisions of "Machine learning"
| Line 5: | Line 5: | ||
* [[Media:Linear_Classification.pdf | Linear Classification]] - Parisa | * [[Media:Linear_Classification.pdf | Linear Classification]] - Parisa | ||
* [[Media:MCMC.pdf | Markov Chain Montre Carlo]] - Gunnar | * [[Media:MCMC.pdf | Markov Chain Montre Carlo]] - Gunnar | ||
| − | * [[Media:Intro to PCA and ICA. | + | * [[Media:Intro to PCA and ICA.pdf | Introduction to PCA and ICA]] - Cindy |
---- | ---- | ||
Revision as of 20:54, 11 April 2016
Our Journal Club slides about ML will be posted here.
- Machine learning introduction - Gunnar
- Linear Regression - Sisi
- Linear Classification - Parisa
- Markov Chain Montre Carlo - Gunnar
- Introduction to PCA and ICA - Cindy
Machine learning books
- Tom Mitchell's book
- Smola & Vishwanathan's book
- Daume's book
- Murphy's book
- Shalev-Shwartz & Ben-David's book
- Nilsson's book
- Harrington's book
- Ian Goodfellow, Yoshua Bengio, and Aaron Courville's book
