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On the Perceptron’s Compression
We study and provide exposition to several phenomena that are related to the perceptron’s compression. One theme concerns modifications of the perceptron algorithm that yield better guarantees on the margin of the hyperplane it outputs. These modifications can be useful in training neural networks a...
Kaydedildi:
| Yayımlandı: | Beyond the Horizon of Computability |
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| Asıl Yazarlar: | , , , |
| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
2020
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7309506/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-51466-2_29 |
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