Date | Topic | Material |
---|---|---|

Oct 23 | Introduction to the series, Geometry in High Dimensions | Slides_1 Slides_2 |

Oct 25 | Geometry in High Dimensions: Volume | Slides_3 |

Oct 27 | Geometry in High Dimensiona: Volume continued, Sums of Random Variables | Slides_4 |

Oct 30 | Random Projection and Applications | Slides_5 |

Nov 2 | Randomization and Massive matrices | Slides_6 |

Nov 6 | Sampling large matrices, Introduction to SVD | Slides_7 |

Nov 8 | Introduction to SVD continued | Slides_8 |

Schedule of Second Series of Lectures

Date | Topic | Material |
---|---|---|

Jan 17 | Introduction to MCMC | Slides_1 |

Jan 19 | Introduction to MCMC | Slides_2 |

Jan 31 | MCMC Continued | Slides_3 |

Feb 2 | Introduction to MCMC | Slides_4 |