ENTITY
Lucas Fernandez-Sarmiento
Lucas Fernandez-Sarmiento
PulseAugur coverage of Lucas Fernandez-Sarmiento — every cluster mentioning Lucas Fernandez-Sarmiento across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
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RECENT · PAGE 1/1 · 2 TOTAL
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New theory shows front-loaded dropout cuts neural network test loss
Researchers have developed a new mean-field theory for dropout, a technique used in neural networks. This theory suggests that by scheduling dropout to be more aggressive at the beginning of training, test loss can be r…
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New theory explains dropout universality in neural networks
Researchers have developed a mean-field theory to understand dropout in neural networks, viewing it as a perturbation of critical signal propagation. The theory establishes distinct universality classes for smooth and R…