Remember: there is no excuse for ignorance of the assigned reading material. Visit this page frequently. Bring a friend. Start a grassroots political movement.
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Date |
Topic |
Reading |
Out |
In |
| Jan 9 | Introduction and Overview | Chapter 1 | 7641 Group Project | |
| Jan 11 | Supervised Learning Review: Neural Networks & Decision Trees |
Chapters 3 & 4 | ||
| Jan 16 | Instance Based Learning | Chapter 8 | Assignment 1 | |
| Jan 18 | Boosting Support Vector Machines |
handouts | Team Formation | |
| Jan 23 | Support Vector Machines Boosting |
handouts | ||
| Jan 25 | Bayesian Learning | Chapter 6 | Informal Proposal | |
| Jan 30 | Bayesian Learning | |||
| Feb 1 | Bayesian Learning | |||
| Feb 6 | Computational Learning Theory | Chapter 7 | ||
| Feb 8 | Computational Learning Theory | Formal Proposal Keywords Assignment 1 (2/9) |
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| Feb 13 | Addressing Overfitting Information Theory |
Chapter 5 handouts |
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| Feb 15 | Randomized Optimization | Chapter 9 | Assignment 2 | |
| Feb 20 | Randomized Optimization | handouts | ||
| Feb 22 | Overflow | Suggestions re: Formal Proposals (2/25) | ||
| Feb 27 |
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| March 1 Drop Day is 3/2 |
Exam Review | |||
| March 6 | Clustering | handouts | ||
| March 8 | Expectation Maximization impossibility results (clustering and NFL) |
Chapter 6 (again) handouts |
Assignment 3 | Assignment 2 (3/9) |
| March 13 | Feature Selection | handouts | ||
| March 15 | Feature Transformation | |||
| March 19 March 23 |
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| March 27 | Markov Decision Processes | |||
| March 29 | POMDPs/Reinforcement Learning | Chapter 13 | Progress Report | |
| April 3 | Reinforcement Learning | Assignment 4 | ||
| April 5 | Reinforcement Learning | Submitted Papers (4/6), Assignment 3 (4/8) |
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| April 10 | Game Theory | handouts | ||
| April 12 | Game Theory | Review of Final Papers | ||
| April 17 | Game Theory | |||
| April 19 | Overflow | Final Project Material (4/22) | ||
| April 24 April 27 |
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Review of Final Presentations (4/27) Assignment 4 |
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| April 30-May 4 |
Tues May 1, 11:30-2:20pm |
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