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ENTITY Conditionally Resampled Sliding-Window Count Kernels

Conditionally Resampled Sliding-Window Count Kernels

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  1. TOOL · CL_193211 ·

    New statistical kernels analyzed for Markov chains

    Researchers have developed new theoretical tools to analyze the statistical properties of sliding-window count kernels derived from stationary Markov chains. The study establishes spectral-gap bounds and Poincaré inequa…