• Essential concepts of Causal inference—a remarkable history

    CMSA 20 Garden Street, Cambridge, MA, United States

    Speaker: Don Rubin (Harvard Statistics) Title: Essential concepts of Causal inference—a remarkable history Abstract: I believe that a deep understanding of cause and effect, and how to estimate causal effects from data, complete with the associated mathematical […]

  • A Mean Field View of the Landscape of Two-Layers Neural Networks

    CMSA 20 Garden Street, Cambridge, MA, United States

    Speaker: Andrea Montanari (Stanford) Title: A Mean Field View of the Landscape of Two-Layers Neural Networks Abstract: Multi-layer neural networks are among the most powerful models in machine learning and yet, the fundamental […]

  • Black Holes and Naked Singularities

    CMSA 20 Garden Street, Cambridge, MA, United States

    Speaker: Ramesh Narayan, Department of Astronomy, Harvard University Title: Black Holes and Naked Singularities Abstract: Black Hole solutions in General Relativity contain Event Horizons and Singularities. Astrophysicists have discovered two […]

  • Graph Structure in Polynomial Systems: Chordal Networks

    CMSA 20 Garden Street, Cambridge, MA, United States

    Speaker: Pablo Parillo (MIT) Title: Graph Structure in Polynomial Systems: Chordal Networks Abstract: The sparsity structure of a system of polynomial equations or an optimization problem can be naturally described by a […]

  • On the fibration structure of known Calabi-Yau threefolds

    CMSA 20 Garden Street, Cambridge, MA, United States

    Speaker: Washington Tayor (MIT) Title: On the fibration structure of known Calabi-Yau threefolds Abstract: In recent years, there is increasing evidence from a variety of directions, including the physics of F-theory and […]