# IMA Video Library

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Data Science Seminar

Date | Title / Speaker | |
---|---|---|

November 29, 2016 |
Three-Dimensional Covariance Estimation from Noisy Tomographic Projections Joakim Anden (Princeton University) |
Data Science Seminar |

November 15, 2016 |
Orthogonal Matrix Retrieval in Cryo-electron Microscopy Teng Zhang (University of Central Florida) |
Data Science Seminar |

October 28, 2016 |
Clustering with an Oracle Arya Mazumdar (University of Massachusetts) |
Data Science Seminar |

October 11, 2016 |
The Population Connectome: Information Theoretical Models for Predicting and Controlling Population Patterns Matteo Convertino (University of Minnesota, Twin Cities) |
Data Science Seminar |

New Directions Short Course

Date | Title / Speaker | |
---|---|---|

August 12, 2016 |
Mixed-integer Nonlinear Optimization: Problems and Solutions Daniel Bienstock (Columbia University) |
New Directions Short Course |

August 12, 2016 |
An Introduction to Mixed Integer Nonlinear Optimization Jeff Linderoth (University of Wisconsin, Madison), Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Decomposition and Reformulation in Mixed-Integer Programming Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Solving Symmetric Integer Programs Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 11, 2016 |
Introduction to Cutting-plane Theory (Part 2) Santanu Dey (Georgia Institute of Technology) |
New Directions Short Course |

August 11, 2016 |
Introduction to Cutting-plane Theory (Part 1) Santanu Dey (Georgia Institute of Technology) |
New Directions Short Course |

August 10, 2016 |
Complexity of Integer Programming Robert Hildebrand (IBM) |
New Directions Short Course |

August 10, 2016 |
The Branch-and-Cut Algorithm for Solving Mixed-Integer Optimization Problems Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 10, 2016 |
Modeling with Integer variables Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 09, 2016 |
Multistage Stochastic Programming Shabbir Ahmed (Georgia Institute of Technology) |
New Directions Short Course |

August 09, 2016 |
Algorithms for Solving Two-Stage Stochastic Optimization Problems Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 09, 2016 |
Benders Decomposition for Solving Two-stage Stochastic Optimization Models Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 08, 2016 |
Sample Average Approximation for Stochastic Programs David Morton (Northwestern University) |
New Directions Short Course |

August 08, 2016 |
Risk Measures in Stochastic Optimization Jim Luedtke (University of Wisconsin, Madison) |
New Directions Short Course |

August 08, 2016 |
Stochastic Programming Modeling Jeff Linderoth (University of Wisconsin, Madison) |
New Directions Short Course |

August 05, 2016 |
Zero-Order, Black-Box, Derivative-Free, and Simulation-Based Optimization Stefan Wild (Argonne National Laboratory) |
New Directions Short Course |

August 05, 2016 |
Optimization in Machine Learning and Data Analysis Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Algorithms Part II Andreas Waechter (Northwestern University) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Algorithms Part I Andreas Waechter (Northwestern University) |
New Directions Short Course |

August 04, 2016 |
Constrained Nonlinear Optimization Theory Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 03, 2016 |
Semidefinite Programming Shuzhong Zhang (University of Minnesota, Twin Cities) |
New Directions Short Course |

August 03, 2016 |
Linear Programming Part II: Interior-point Methods and Extensions to Convex Quadratic Programming and Linear Complementarity Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 03, 2016 |
Linear Programming Part I: Duality Theorem and Simplex Method Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 02, 2016 |
First Order Methods for Manifolds with Orthogonality Constraints and Connections to the SVD Laura Balzano (University of Michigan) |
New Directions Short Course |

August 02, 2016 |
Stochastic-gradient, Coordinate Descent, and Newton’s Method Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |

August 02, 2016 |
First-order Methods: Convex and Nonconvex Problems - Unconstrained, Constrained, and Regularized Problems Stephen Wright (University of Wisconsin, Madison) |
New Directions Short Course |