cs.DS · 2026-07-20 · No. 59

Data Structures and Algorithms, 2026-07-20.

1 new papers in cs.DS. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Testing Distributions Against Bounded Distinguishers

    Mark Bun, Rathin Desai, Renato Ferreira Pinto

    cs.DS · cs.CC · cs.LG

    Motivated by the challenge of testing distributions over high-dimensional or continuous domains, we study distribution testing with respect to bounded classes of distinguishers. A representative task is to use samples from an unknown distribution $P$ over a very large domain to decide between two cases: $P = P_{\mathsf{ref}}$ for a fixed reference distribution $P_{\mathsf{ref}}$, or there exists a distinguisher $f$ in a bounded class...

    arxiv.org/abs/2607.15645 · PDF

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