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ENTITY Spectral algorithms for supervised learning

Spectral algorithms for supervised learning

PulseAugur coverage of Spectral algorithms for supervised learning — every cluster mentioning Spectral algorithms for supervised learning across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_48595 ·

    New research bounds spectral ranking errors against adaptive adversaries

    Researchers have analyzed the entry-wise error of spectral algorithms used for ranking items based on pairwise comparisons. The study focuses on the Bradley-Terry-Luce (BTL) model and investigates how performance is aff…

  2. RESEARCH · CL_06246 ·

    Spectral algorithms in large dimensions reveal three learning curve regimes

    A new research paper published on arXiv explores the learning curves and benign overfitting phenomena in spectral algorithms within large-dimensional settings. The study characterizes the excess risk across different re…