In optimization, regularization plays several distinct roles. In the first part of the talk, we consider sample-efficient recovery of signals with low-dimensional structure, which is ill-posed without regularization.
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The Many Faces of Regularization: from Signal Recovery to Online Algorithms
Location: B205 Engineering Quadrangle
Disruption Prediction in Tokamak Fusion Reactors via Deep Learning at Scale
Location: CSML Classroom 103, 26 Prospect Ave.