September 15, 2020 |
On Anisotropic Diffusion Equations for Label Propagation Lisa-Maria Kreusser (University of Cambridge) |
Theory and Algorithms in Graph-based Learning |

September 15, 2020 |
Blind Hyperspectral Unmixing Based on Graph Total Variation Regularization Yifei Lou (University of Texas at Dallas) |
Theory and Algorithms in Graph-based Learning |

September 16, 2020 |
When Labelling Hurts: Learning to Classify Large-Scale Data with Minimal Supervision Angelica Aviles-Rivero (University of Cambridge) |
Theory and Algorithms in Graph-based Learning |

September 16, 2020 |
Bias-Variance Tradeoffs in Joint Spectral Embeddings Daniel Sussman (Boston University) |
Theory and Algorithms in Graph-based Learning |

September 16, 2020 |
Computational Complexity and Forbidden Graph Patterns Michaela Rombach (University of Vermont) |
Theory and Algorithms in Graph-based Learning |

September 17, 2020 |
L-Infinity Variational Problems on Graphs: Applications and Continuum Limits Leon Bungert (Friedrich-Alexander-Universität Erlangen-Nürnberg), Tim Roith (Friedrich-Alexander-Universität Erlangen-Nürnberg) |
Theory and Algorithms in Graph-based Learning |

September 17, 2020 |
Vertex Nomination, Consistent Estimation, and Adversarial Modification Vince Lyzinski (University of Maryland) |
Theory and Algorithms in Graph-based Learning |

September 17, 2020 |
Community Detection Using Total Variation and Surface Tension Zach Boyd (University of North Carolina, Chapel Hill) |
Theory and Algorithms in Graph-based Learning |

September 17, 2020 |
On Wasserstein Gradient Flows and the Search of Neural Network Architectures Nicolas Garcia Trillos (University of Wisconsin, Madison) |
Theory and Algorithms in Graph-based Learning |

September 18, 2020 |
Learning Restricted Boltzmann Machines Ankur Moitra (Massachusetts Institute of Technology) |
Theory and Algorithms in Graph-based Learning |

September 18, 2020 |
Learning Discrete Graphical Models: Exact & Neural Network Assisted Methods Marc Vuffray (Los Alamos National Laboratory) |
Theory and Algorithms in Graph-based Learning |

September 18, 2020 |
Learning Ill-Conditioned Gaussian Graphical Models Raghu Meka (University of California, Los Angeles) |
Theory and Algorithms in Graph-based Learning |

September 18, 2020 |
SIAM Internship Panel Montie Avery (University of Minnesota, Twin Cities) |
Industrial Problems Seminar |

September 22, 2020 |
Matrix Denoising with Weighted Loss William Leeb (University of Minnesota, Twin Cities) |
Data Science Seminar |

September 25, 2020 |
The Technical and Organizational Challenges of Data Science Catherine (Katy) Micek (3M) |
Industrial Problems Seminar |

September 29, 2020 |
Multi-Perspective, Simultaneous Embedding and Theoretically Guaranteed Projected Power Method for the Multi-way Matching Problem Vahan Huroyan (University of Arizona) |
Data Science Seminar |

October 02, 2020 |
Lecture Cynthia Phillips (Sandia National Laboratories) |
Industrial Problems Seminar |

October 06, 2020 |
Large-Scale Semi-supervised Learning via Graph Structure Learning over High-dense Points Li Wang (University of Texas at Arlington) |
Data Science Seminar |

October 13, 2020 |
Lecture Tyler Maunu (Massachusetts Institute of Technology) |
Data Science Seminar |

October 16, 2020 |
Systems Modeling in Biopharma Helen Moore (Applied BioMath) |
Industrial Problems Seminar |

October 20, 2020 |
How COVID-19 has Changed the World and What the Future Holds Michael Osterholm (University of Minnesota, Twin Cities) |
Data Science Seminar |

October 23, 2020 |
Lecture Chris Finlay (Deep Render) |
Industrial Problems Seminar |

October 27, 2020 |
Lecture Anna Little (The University of Utah) |
Data Science Seminar |

November 03, 2020 |
Lecture Levon Nurbekyan (University of California, Los Angeles) |
Data Science Seminar |

November 10, 2020 |
Lecture Naoki Saito (University of California, Davis) |
Data Science Seminar |

November 17, 2020 |
Lecture Alexander Cloninger (University of California, San Diego) |
Data Science Seminar |

November 24, 2020 |
Lecture Gal Mishne (University of California, San Diego) |
Data Science Seminar |

December 01, 2020 |
Lecture Xiuyuan Cheng (Duke University) |
Data Science Seminar |

December 04, 2020 |
Lecture Julie Thompson (Boston Scientific) |
Industrial Problems Seminar |

December 08, 2020 |
Lecture Matthew Hirn (Michigan State University) |
Data Science Seminar |

December 15, 2020 |
Lecture Barak Sofer (Duke University) |
Data Science Seminar |