ECEN 5322

fall 2014

Analysis of high-dimensional datasets

 

topics & lecture notes

additional reading

homework

August
september



october

october 13, 2014

  1. 1.Graph Laplacian

Homework 2 due October 27

solution

october 20, 2014

  1. 1.Ranking methods.

october 27, 2014

  1. 1.Perron Frobenius theory

November 24, 2014

Homework 3 due on

November 12

november

November 10, 2014

  1. 1.The Google Matrix

  2. 2. Perturbation analysis

November 17, 2014

  1. 1.Updating the pagerank vector.

Project proposal due on

November 17.

December 3, 2014


Andrew C, Qi L., and Andrea M. (2/3)


Alyson F., James F., and Dale J. (2/3)

Homework 4 (theory)

due on November 21.

December 1, 2014


Jorge C. , Dalton J.,  and Conrad H.


Andrew C, Qi L., and Andrea M. (1/3)

December 10, 2014


Ashik A., Harini I., and Vaibhav S. (2/3)


Kelly G.,  Ramnarayan K, and  Shruthi S. (1/3)

December 5, 2014


Alyson F., James F., and Dale J. (1/3)


Chris G and Derek R.


Homework 5 (experiments)

December 8, 2014


Chris R.,  Xinshuo Y., and Rui X.


Ashik A., Harini I., Vaibhav S. (1/3)

December 12, 2014


Kelly G.,  Ramnarayan K, and  Shruthi S. (2/3)

december

Chapter 3 of Geometric Integration Theory is about the Haar measure.

Chapter 2 of Advanced Analysis has some nice discussion of the push forward measure and the Haar mesure.