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No Fine-Tuning, No Cry: Robust SVD for Compressing Deep Networks
A common technique for compressing a neural network is to compute the k-rank [Formula: see text] approximation [Formula: see text] of the matrix [Formula: see text] via SVD that corresponds to a fully connected layer (or embedding layer). Here, d is the number of input neurons in the layer, n is the...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8402276/ https://www.ncbi.nlm.nih.gov/pubmed/34451040 http://dx.doi.org/10.3390/s21165599 |