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Vempala
Vempala
PulseAugur coverage of Vempala — every cluster mentioning Vempala across labs, papers, and developer communities, ranked by signal.
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Papers · 30d
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RECENT · PAGE 1/1 · 2 TOTAL
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New smoothed analysis framework enhances concept learning for AI models
Researchers have introduced a novel smoothed analysis framework for supervised learning that allows learners to compete with classifiers robust to small Gaussian perturbations. This approach yields significant learning …
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New analysis refines spectral gaps for Hit-and-Run Markov chains
Researchers have analyzed the spectral gaps of Hit-and-Run and Coordinate Hit-and-Run Markov chains for convex bodies. The study refines existing convergence bounds for Hit-and-Run, improving the dimension dependence fr…