ENTITY
Shizhou Xu
Shizhou Xu
PulseAugur coverage of Shizhou Xu — every cluster mentioning Shizhou Xu across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New framework characterizes utility-separation trade-off in ML models
Researchers have developed a new information-theoretic framework to characterize the trade-off between utility and separation in machine learning models. This framework proves the concavity of the utility-separation Par…
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New framework enables auditable machine unlearning of data and features
Researchers have developed a novel information-theoretic framework for machine unlearning, addressing the removal of specific features or data points from trained models. The proposed "Marginal Unlearning Principle" off…