This shows you the differences between two versions of the page.
Both sides previous revision Previous revision Next revision | Previous revision Next revision Both sides next revision | ||
schedule [2016/10/04 09:39] asa |
schedule [2016/10/18 20:31] asa |
||
---|---|---|---|
Line 26: | Line 26: | ||
| Tuesday | Large margin classification: support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | | Tuesday | Large margin classification: support vector machines ({{wiki:07_svm.pdf | slides}}) | Chapter e-8 | | | ||
| Thursday | The dual for the hard margin and soft margin SVM ({{wiki:07_svm.pdf | slides}}); [[code:demo2d|svm demo]]; Expressing SVMs in terms of error + regularization ({{wiki:07_svm_unbalanced.pdf | slides}}) | Chapter e-8 | | | | Thursday | The dual for the hard margin and soft margin SVM ({{wiki:07_svm.pdf | slides}}); [[code:demo2d|svm demo]]; Expressing SVMs in terms of error + regularization ({{wiki:07_svm_unbalanced.pdf | slides}}) | Chapter e-8 | | | ||
- | |||
^ Week 7: October 4,7 | | | | | ^ Week 7: October 4,7 | | | | | ||
| Tuesday | SVMs for unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}) Nonlinear classification with kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment4| Assignment 4]] is available. | | | Tuesday | SVMs for unbalanced data ({{wiki:07_svm_unbalanced.pdf | slides}}) Nonlinear classification with kernels ({{wiki:08_kernels.pdf | slides}}) | Chapter e-8 | [[assignments:assignment4| Assignment 4]] is available. | | ||
- | | Thursday | Kernels (continued) | Chapter e-8 | | | + | | Thursday | Kernels (continued); [[code:model_selection|model selection]] using grid search | Chapter e-8 | | |
+ | ^ Week 8: October 11,13 | | | | | ||
+ | | Tuesday | Model selection ({{wiki:09_evaluation.pdf | slides}}). Multi-class classification ({{wiki:10_multi_class.pdf | slides}}), a [[code:multi_class| demo]] of multi-class classification | Chapter 4.3.3 | | | ||
+ | | Thursday | Neural networks ({{wiki:11_nn.pdf | slides}}) | Chapter e-7 | | | ||
+ | ^ Week 9: October 18,20 | | | | | ||
+ | | Tuesday | Neural networks (continued); neural network [[code:neural_networks| demo]] | Chapter e-7 | [[assignments:assignment5| Assignment 5]] is available. | | ||
+ | | Thursday | Neural networks (continued) | Chapter e-7 | | | ||
... | ... | ||
|< 100% 18% 40% 19% 13% >| | |< 100% 18% 40% 19% 13% >| |