Homeworks will be assigned approximately once every 2 week. You are allowed, even encouraged, to discuss assignments, but you are to understand the answers fully and write up homework answers/codes individually.

I will post the solutions on the web.

Number | Date Due | Item | Assignment | Solution |
---|---|---|---|---|

1 | Feb. 22 | Probability, Overfitting, Complexity, Monte Carlo | Problem Set 1 | Solution |

2 | Mar. 22 | Information Theory, MLE | Problem Set 2 | Solution |

3 | Apr. 19 | Goodness of fit, Linear regression | Problem Set 3 | Solution |

3 | May 1 | Logistic regression, SVM | Problem Set 4, spamData.mat | Solution |