Date |
Topics & Slides |
Readings |
Project |
---|---|---|---|

Sept. 11 | Introduction | Chapter 1 | - |

Sept. 18 | Markov networks | Section 2.2 | - |

Sept. 25 | First-order logic and inductive logic programming | Section 2.1 | - |

Oct. 2 | Markov logic and other SRL approaches | Sections 2.3 and 2.4 | - |

Oct. 9 | Markov logic (contd.) | Sections 2.3 and 2.4 | Proposals due |

Oct. 16 | Applications of Markov logic | Chapter 6, Alchemy tutorial | - |

Oct. 23 | Weight learning | Section 4.1 | - |

Oct. 30 | Applications of Markov logic (contd.) | Chapter 6, Alchemy tutorial | - |

Nov. 6 | Inference | Chapter 3 | Progress reports due |

Nov. 13 | Inference (contd.) | Chapter 3 | - |

Nov. 20 | Structure learning | Sections 4.2, 4.3 and 4.4 | - |

Nov. 27 | Thanksgiving (no lecture) | - | - |

Dec. 4 | Project presentations | - | Final reports due |

(This book has not been published yet; it will be distributed to the class.)