arXiv Open Access 2015

Efficient Per-Example Gradient Computations

Ian Goodfellow

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Abstrak

This technical report describes an efficient technique for computing the norm of the gradient of the loss function for a neural network with respect to its parameters. This gradient norm can be computed efficiently for every example.

Topik & Kata Kunci

stat.ML cs.LG

Penulis (1)

Ian Goodfellow

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APA MLA BibTeX

Goodfellow, I. (2015). Efficient Per-Example Gradient Computations. https://arxiv.org/abs/1510.01799

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Informasi Jurnal

Tahun Terbit: 2015
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓