Norm-Based Capacity Control in Neural Networks 论文

2015Conference on Learning Theory引用 272

Machine Learning and ELMNeural Networks and ApplicationsAdvanced Memory and Neural Computing

人工智能 Neural Networks and Applications Machine Learning and ELM Advanced Memory and Neural Computing

相关技术:Neural Networks and Applications Advanced Memory and Neural Computing Machine Learning and ELM

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摘要

We investigate the capacity, convexity and characterization of a general family of norm-constrained feed-forward networks.

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Nathan Srebro

Ryota Tomioka

Behnam Neyshabur

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Neural Networks and Applications Advanced Memory and Neural Computing Machine Learning and ELM

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