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Breiman
Breiman
PulseAugur coverage of Breiman — every cluster mentioning Breiman across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New Algorithm Boosts Adversarial Robustness in Learning Models
Researchers have developed a new algorithm that significantly improves the ability to learn predictors robust to adversarial examples. This method achieves linear sample complexity in the VC dimension, an exponential im…
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Ternary decision trees add uncertainty zones to improve accuracy
Researchers have introduced ternary decision trees, which enhance standard binary decision trees by incorporating an uncertainty zone around decision boundaries. This zone allows for weighted blending of predictions fro…