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CoolMomentum: a method for stochastic optimization by Langevin dynamics with simulated annealing
Deep learning applications require global optimization of non-convex objective functions, which have multiple local minima. The same problem is often found in physical simulations and may be resolved by the methods of Langevin dynamics with Simulated Annealing, which is a well-established approach f...
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| Udgivet i: | Sci Rep |
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| Main Authors: | , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
Nature Publishing Group UK
2021
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8139967/ https://ncbi.nlm.nih.gov/pubmed/34021212 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-90144-3 |
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