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- 1Convex multi-layer modeling
- 1Convex optimization
- 1Convex two-layer modeling
- 1Tractable robust modeling
- 1convex deep learning
- 1deep learning
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Spring 2017
Most machine learning problems can be posed as solving a mathematical program that describes the structure of the prediction problem, usually expressed in terms of carefully chosen losses and regularizers. However, many machine learning problems yield mathematical programs that are not convex in...
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