$\ell _1$ Regularization in Two-Layer Neural Networks
Author:
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Link
http://xplorestaging.ieee.org/ielx7/97/9686799/09623503.pdf?arnumber=9623503
Reference16 articles.
1. Approximation by superpositions of a sigmoidal function
2. Universal approximation bounds for superpositions of a sigmoidal function
3. Approximation and estimation bounds for artificial neural networks
4. Size-independent sample complexity of neural networks
5. Complexity, statistical risk, and metric entropy of deep nets using total path variation;Barron,2019
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