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Valiant
Valiant
PulseAugur coverage of Valiant — every cluster mentioning Valiant across labs, papers, and developer communities, ranked by signal.
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情绪 · 30 天
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最近 · 第 1/1 页 · 共 2 条
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Valiant's learnability model revisited, new characterization established
Researchers have revisited Valiant's original 1984 learnability model, which differs from the more common PAC learning model by allowing learners to issue membership queries and requiring hypotheses with no false positi…
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Papers challenge deep learning theory with generalization bound critiques
Two papers, one from 2016 by Zhang et al. and another from 2019 by Nagarajan and Kolter, are discussed for their impact on deep learning theory. The 2016 paper demonstrated that standard neural networks could easily mem…