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Zhou Fan

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titleconferencedate
Approximate Message Passing Algorithms For Orthogonally Invariant ModelsAlgorithmic Advances for Statistical Inference with Combinatorial Structure2021-10-11
Approximate Message Passing extends to W with Haar eigenvectors and arbitrary spectral law by replacing the usual Onsager terms with coefficients given by the…
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TAP Free Energy, Spin Glasses, and Variational InferenceRobust and High-Dimensional Statistics (Simons Institute workshop, 2018)2018-10-29
For the spiked Wigner model with ±1 prior, noise variance 1/N and signal strength λ (constant, λ>λ0), the usual product mean-field fails to approximate Bayes…
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