CS260: Seminar in Machine Learning

Spring 2007


Location: EBU II, room 202
NOTE THE ROOM CHANGE!

Time: Tuesday and Thursdays 2:10pm - 3:30pm
Instructor: Christian Shelton (Office Hours: Thursdays 3:30pm - 5:00pm)

Textbooks: Pattern Recognition and Machine Learning by Bishop (PRML)
and The Elements of Statistical Learning by Hastie, Tibshirani, and Friedman (ESL)
(both are optional)

Lecture outline:
TopicPRML ChapterESL Chapter# of lectures
Problem Setup111
Linear Regression332
Linear Classification443
Nearest-Neighbor 131
Neural Networks5112
RBF, Gaussian Processes663
SVM7122
Boosting14103