Tentative Class Schedule

NOTE: The following class schedule and deadlines are subject to change. Please check back from time to time.

Week	Date	Topic		Lecture		Deadlines/Evaluation
1	8/20/2006	Introduction		Lec1-intro.ppt
	8/22/2006	Basics of linear algebra		Basics-Matrix.pdf
2	8/27/2006	Basics of linear algebra
	8/29/2006	Basics of linear algebra				Homework 1 solution
3	9/03/2006	Labor Day
	9/05/2006	Basics of linear algebra
4	9/10/2006	QR, least squares, linear regression		Least-squares.pdf
	9/12/2006	QR, least squares, linear regression				Homework 2 solution
5	9/17/2006	QR, least squares, linear regression				Project proposal
	9/19/2006	Singular Value Decomposition		SVD.pdf SVD-Primer		Quiz 1
6	9/24/2006	Singular Value Decomposition
	9/26/2006	Principal Component Analysis		PCA.pdf PCA.ppt PCA tutorial		Homework 3 solution
7	10/01/2006	Text mining & Information Retrieval		Text-Mining.pdf LSI.ppt
	10/03/2006					Exam I
8	10/08/2006	Clustering Basics		Clustering-Basic.ppt
	10/10/2006	Spectral relaxation of K-Means clustering		Clustering.pdf Spectral-Kmeans.pdf		Homework 4 solution USPS.mat
9	10/15/2006	Matrix approximations via clustering		Concept-Decomposition.pdf
	10/17/2006	Non-negative matrix factorization		NMF.pdf NMF-NIPS-01.pdf Survey-paper.pdf
10	10/22/2006	Two-dimensional PCA and SVD		GLRAM-note.pdf paper.pdf		Project intermediate report
	10/24/2006	Tensor Basics		Multilinear SVD
11	10/29/2006	Tensor Basics		Tensor.pdf		Homework 5 solution TEXT.mat
	10/31/2006	Higher-Order SVD
12	11/05/2006	Tensor Approximation
	11/07/2006	Linear Discriminant Analysis		LDA.pdf LDA-paper.pdf		Quiz 2
13	11/12/2006	Linear Discriminant Analysis				Homework 6 solution Brain_img.mat
	11/14/2006	Linear Discriminant Analysis
14	11/19/2006	Mining the web: PageRank and HITS		Pagerank.ppt HITS.pdf
	11/21/2006					Exam II
11/22—23 Thanksgiving Holiday
15	11/26/2006	Project presentation	schedule
	11/28/2006	Project presentation	schedule		Project final report
16	12/03/2006	Project presentation	schedule
	12/05/2006