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Yi-Chun Yang

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Preprint Aug 2026

Classical and quantum spectral density estimation under local graph access

We study spectral density estimation for the normalized adjacency matrix of an unweighted graph under local access model. Previously, Cohen-Steiner et al. [KDD 2018] proposed an algorithm for $\varepsilon$-approximate spectral density estimation in the Wasserstein-1 distance, using $2^{O(1/\varepsilon)}$ local queries...

Rong-Hua Li, Mei-Hao Liao, Yi-Chun Yang · 0 citations

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