IDA Algorithm
October 8
| Constraint Satisfaction Problems
| Constraint Satisfaction Problems
| Read Chapter 5
|
October 10
| Continue Constraint Satisfaction
|
|
|
October 12
| Continue Constraint Satisfaction
|
|
|
October 15
|
| Logic
| No book reading required.
|
October 24
| Games
| Games
| Read Chapter 6
|
October 31
| Decision Trees
| Decision Trees
| Read Chapter 18, Sections 1-3
|
November 2
|
|
|
Gain Example
|
November 5
| Ensembles
| Ensembles
| Read Chapter 18, Section 18.4;
Adaboost Example
|
November 7
| Dieter Fox Lecture on Robotics
|
|
|
November 9
| Emily Bender Lecture on Natural Language Processing
|
| Lecture Notes
|
November 14
| Neural Nets;
Clustering
| Neural Nets;
Clustering
| Read Chapter 20, Section 5;
Marked-up Slides
|
November 16
|
| Uncertainty 1;
Uncertainty 2
| Slides we will cover. Uncertainty 1: 1, 11-12, 16, 18-27. Uncertainty 2: 1, 3-7, 9-12, 19-20
|
November 19
|
| Uncertainty 3
| Slides we will cover: Uncertainty 3: 1, 3-4, 6-7, 12-21,
23-24, 34-36
|
November 26th
| Vision Intro
| Vision Intro
|
|
December 2
| EM classifier
| EM classifier
|
|