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ENTITY Hanna Benarroch

Hanna Benarroch

PulseAugur coverage of Hanna Benarroch — every cluster mentioning Hanna Benarroch across labs, papers, and developer communities, ranked by signal.

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RECENT · PAGE 1/1 · 2 TOTAL
  1. TOOL · CL_299765 ·

    New method certifies sequential machine unlearning with performance guarantees

    Researchers have developed a new method for certifying machine unlearning, particularly for sequential deletion requests. This approach ensures that a model, after data has been removed, remains close to a model that wa…

  2. TOOL · CL_48606 ·

    New unlearning method uses per-instance bounds to reduce noise

    Researchers have developed a new method for certified machine unlearning that uses per-instance sensitivity bounds to calibrate noise injection. This approach aims to reduce the performance degradation often seen with t…