实体
Newton's method
Newton's method
PulseAugur coverage of Newton's method — every cluster mentioning Newton's method across labs, papers, and developer communities, ranked by signal.
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论文 · 30天
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层级分布 · 90 天
情绪 · 30 天
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Newton's method converges faster for overparameterized neural networks
Researchers have developed a convergence analysis for Newton's method applied to neural networks in an overparameterized setting. Their work shows that as the number of hidden units increases, the training dynamics appr…
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Spectral optimizers like Muon show sharp capacity scaling in associative memory tasks
A new paper analyzes the performance of spectral optimizers, like Muon, in training large language models by examining their effectiveness in learning associative memory. The research demonstrates that Muon significantl…