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ENTITY Random Matrix Theory

Random Matrix Theory

PulseAugur coverage of Random Matrix Theory — every cluster mentioning Random Matrix Theory 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
  1. RESEARCH · CL_50563 ·

    New PCA Method Tackles Mean-Shift Noise Using Knockoff Perturbation

    Researchers have developed a novel method called Mean-Shift PCA by Knockoff Mean to address noise in Principal Component Analysis (PCA). This technique introduces a deliberate perturbation to identify and remove mean-sh…

  2. TOOL · CL_29370 ·

    Random Matrix Theory detects overfitting in neural networks and LLMs

    Researchers have developed a novel method using Random Matrix Theory to detect overfitting in neural networks, particularly during the "anti-grokking" phase of long-horizon training. This technique identifies "Correlati…