University of Florida, Department of Electrical and Computer Engineering

EEL 6825 -- Pattern Recognition

Spring 2017 Calendar

  Monday Wednesday Friday
Week 1
January 2
No Class
January 4
Topic: Introduction to Pattern Recognition
Reading Assignment: Chap. 1
January 6
Topic: Introduction to Pattern Recognition
Reading Assignment: Chap. 1
Week 2
January 9
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
January 11
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
January 13
Topic: Bayesian Decision Theory Part I
Reading Assignment: Chap. 2
Week 3
January 16
No class
Martin Luther King, Jr.'s Birthday
January 18
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 20
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
Week 4
January 23
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 25
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
January 27
Topic: Bayesian Decision Theory Part II
Reading Assignment: Chap. 2
Written Assignment: Homework 1
Week 5
January 30
Topic: Maximum Likelihood Estimation
Reading Assignment: Chap. 3
February 1
Topic: Maximum Likelihood Estimation
Reading Assignment: Chap. 3
February 3
Topic: Expectation Maximization (EM)
Reading Assignment: Chap. 3
Written Assignment: Homework 2
Homework 1 due
Week 6
February 6
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 8
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 10
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Homework 2 due
Week 7
February 13
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 15
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
February 17
 Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Week 8
February 20
Topic: Bayesian Estimation
Reading Assignment: Chap. 3
Written Assignment: Homework 3
February 22
   Topic: Graphical Models
Reading Assignment: Chap. 3
February 24
 Topic: Graphical Models
Reading Assignment: Chap. 3
Week 9
February 27
Topic: Graphical Models
Reading Assignment: Chap. 3
Homework 3 due
March 1
Topic: Graphical Models
Reading Assignment: Chap. 3
March 3
Topic: Graphical Models
Reading Assignment: Chap. 3
Project proposal due
Week 10
March 6
Spring Break
No Class
March 8
Spring Break
No Class
March 10
Spring Break
No Class
Week 11
March 13
 Topic: Graphical Models
Reading Assignment: Chap. 3
March 15
Topic: Graphical Models
Reading Assignment: Chap. 3
March 17
Topic: Graphical Models
Reading Assignment: Chap. 3
Week 12
March 20
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 22
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 24
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
Week 13
March 27
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 29
Topic: Regression
Reading Assignment: Chap. 3 (Bishop)
March 31
Topic: Nonparametric Techniques
Reading Assignment: Chap. 4
Week 14
April 3
Topic: Nonparametric Techniques
Reading Assignment: Chap. 4
April 5
Topic: Clustering
Reading Assignment: Chap. 10
April 7
Topic: Clustering
Reading Assignment: Chap. 10
Week 15
April 10
Topic: Clustering
Reading Assignment: Chap. 10
April 12
Topic: Clustering
Reading Assignment: Chap. 10
Written Assignment: Homework 4
April 14
Topic: Kernel Methods
Reading Assignment: Chap. 6 (Bishop)
Week 16
April 17
Topic: Kernel Methods
Reading Assignment: Chap. 6 (Bishop)
April 19
Topic: Deep Learning
Homework 4 due
April 21
No class
Week 17
April 24
No class

 
April 26
No Class

Project report due at 4pm

April 28
No Class