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Sample complexity
Sample complexity
PulseAugur coverage of Sample complexity — every cluster mentioning Sample complexity across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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Research revisits Valiant's algorithm for CNF formula learning
A new research paper revisits Valiant's algorithm for learning CNF formulas, focusing on its sample complexity in the local lemma regime. The study establishes a matching lower bound for the algorithm's performance when…
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New framework uses Fourier analysis for efficient data augmentation
Researchers have developed a new framework using Fourier analysis and finite group representation theory to investigate data augmentation strategies. Their work demonstrates that partial data augmentation, using a rando…