Accelerated analysis on the triple momentum method for a two-layer ReLU neural network
The momentum method has become the workhorse in the deep learning community. To theoretical understand its success, researchers put efforts in demystifying its convergence properties when optimizing neural networks. For the convex problem, it is well-known that the triple momentum (TM) method owns t...
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| Autori principali: | , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Springer
2024-04-01
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| Serie: | Journal of King Saud University: Computer and Information Sciences |
| Soggetti: | |
| Accesso online: | http://www.sciencedirect.com/science/article/pii/S1319157824001058 |
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