Self-induced regularization from linear regression to neural networks
Virtualhttps://youtu.be/bjRqmlI_SFs Speaker: Andrea Montanari, Departments of Electrical Engineering and Statistics, Stanford Title: Self-induced regularization from linear regression to neural networks Abstract: Modern machine learning methods --most noticeably multi-layer neural networks-- […]
CMSA Math-Science Literature Lecture: Area-minimizing integral currents and their regularity
VirtualCamillo De Lellis (IAS) Title: Area-minimizing integral currents and their regularity Abstract: Caccioppoli sets and integral currents (their generalization in higher codimension) were introduced in the late fifties and early sixties to […]
CMSA Math-Science Literature Lecture: From Deep Learning to Deep Understanding
VirtualHarry Shum (Tsinghua University) Title: From Deep Learning to Deep Understanding Abstract: In this talk I will discuss a couple of research directions for robust AI beyond deep neural networks. The first is […]
CMSA Math-Science Literature Lecture: A personal story of the 4D Poincare conjecture
VirtualMichael Freedman (Microsoft – Station Q) Title: A personal story of the 4D Poincare conjecture Abstract: The proof of PC4 involved the convergence of several historical streams. To get started: high […]
CMSA Math-Science Literature Lecture: Immersions of manifolds and homotopy theory
VirtualRalph Cohen (Stanford University) Title: Immersions of manifolds and homotopy theory Abstract: The interface between the study of the topology of differentiable manifolds and algebraic topology has been one of the richest […]
CMSA Math-Science Literature Lecture: Birational geometry
VirtualVyacheslav V. Shokurov (Johns Hopkins University) Title: Birational geometry Abstract: About main achievements in birational geometry during the last fifty years. Talk chair: Caucher Birkar Video