ECE 544NA

TOPICS IN SIGNAL PROCESSING:

STATISTICAL LEARNING AND PATTERN RECOGNITION

SPRING 2017

March 20: HW 4 Uploaded

March 8: HW 3 Uploaded

March 4: Midterm-1 Solutions Uploaded

February 20 : Project Information uploaded

February 20 : Notes on Detection Theory and Hypothesis Testing uploaded

February 16 : HW 2 Uploaded

January 26 : HW 1 Uploaded

Office Hours: 1330-1500 Wednesdays, 310 Coordinated Science Laboratory

Office Hours: 1400-1530 Monday, 309 Coordinated Science Laboratory

Notes on Detection Theory

Machine Learning Framework

Nearest Neighbors

Linear Discriminant Analysis

Support Vector Machines

Logistic Regression

Regularization

Boosting

Homework 2: Due Thursday February 23rd. Dataset for Problem 1.Solution

Homework 3: Due Thursday March 16th. Solution

Homework 4: Due Thursday April 6th. Solution

Homework 5: Due Wednesday May 3rd. Dataset-1 Dataset-2 Dataset-3 Solution