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ENTITY Dwork

Dwork

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

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SENTIMENT · 30D

1 day(s) with sentiment data

RECENT · PAGE 1/1 · 2 TOTAL
  1. TOOL · CL_196915 ·

    LLM evaluation bias: Winner's curse inflates performance metrics

    A common practice in LLM evaluation, where multiple prompt variations are tested against a fixed dataset and the best-performing one is selected, can lead to inflated performance metrics. This is due to the 'winner's cu…

  2. TOOL · CL_141706 ·

    New theory unifies computational hardness and randomness

    Researchers have developed a unified pseudoentropy characterization that strengthens the relationship between computational hardness and randomness. This new formulation applies to both uniform and nonuniform computatio…