Learning Convex Optimization Models
IEEE/CAA Journal of Automatica Sinica(2021)
摘要
A convex optimization model predicts an output from an input by solving a convex optimization problem. The class of convex optimization models is large, and includes as special cases many well-known models like linear and logistic regression. We propose a heuristic for learning the parameters in a convex optimization model given a dataset of input-output pairs, using recently developed methods for...
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关键词
Convex optimization,differentiable optimization,machine learning
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