Search for tag: "nonconvex optimization"

CAM Colloquium, 2017-02-10 - Damek Davis: A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning

Abstract: In this talk, we show how to transform any optimization problem that arises from fitting a machine learning model into one that (1) detects and removes contaminated data from the…

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