Remember: there is no excuse for ignorance of the assigned reading material. Visit this page frequently. Bring a friend. Start a grassroots political movement.
Date |
Topic |
Reading |
Out |
In |
Jan 8 | Introduction and Overview | Chapter 1 | 7641 Group Project | |
Jan 10 | Supervised Learning Review: Neural Networks & Decision Trees |
Chapters 3 & 4 | ||
Jan 15 | Instance Based Learning | Chapter 8 | Assignment 1 | |
Jan 17 | Boosting Support Vector Machines |
handouts | Team Formation (1/18) | |
Jan 22 | Support Vector Machines Boosting |
handouts | ||
Jan 24 | Bayesian Learning | Chapter 6 | ||
Jan 29 | Bayesian Learning | Informal Proposal (1/28) | ||
Jan 31 | Bayesian Learning | |||
Feb 5 | Computational Learning Theory | Chapter 7 | ||
Feb 7 | Computational Learning Theory | Formal Proposal (2/8) Keywords (2/8) Assignment 1 (2/8) |
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Feb 12 | Addressing Overfitting Information Theory |
Chapter 5 handouts |
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Feb 14 | Randomized Optimization | Chapter 9 | Assignment 2 | |
Feb 19 | Randomized Optimization | handouts | ||
Feb 21 | Overflow | |||
Feb 26 |
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Feb 28 Drop Day is 2/29 |
Exam Review | Suggestions re: Formal Proposals (2/29) | ||
March 4 | Clustering | handouts | ||
March 6 | Expectation Maximization impossibility results (clustering and NFL) |
Chapter 6 (again) handouts |
Assignment 3 | Assignment 2 (3/9) |
March 11 | Feature Selection | handouts | ||
March 13 | Feature Transformation | |||
March 18 March 23 |
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March 20 | Hidden Markov Models | |||
March 25 | Markov Decision Processes | Progress Report | ||
March 27 | POMDPs | Assignment 4 | ||
April 1 | Reinforcement Learning | Chapter 13 | Assignment 3 (4/2 extended to 4/7) | |
April 3 | Reinforcement Learning | handouts | Submitted Papers (4/6) | |
April 8 | Reinforcement Learning | |||
April 10 | Game Theory | Review of Final Papers (4/14) | ||
April 15 | Game Theory | |||
April 17 | Game Theory | Final Project Material (4/20) | ||
April 22 April 24 |
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Review of Final Presentations (4/25) Assignment 4 |
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April 28-May 2 |
Thurs May 1, 11:30-2:20pm |