21 citations · 129 across the 26 of their papers we have counts for
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math.ST2021★ 4 cited
Maximum likelihood for high-noise group orbit estimation and single-particle cryo-EM
Zhou Fan, Roy R. Lederman, Yi Sun +2
Motivated by applications to single-particle cryo-electron microscopy (cryo-EM), we study several problems of function estimation in a high noise regime, where samples are observed…
math.ST2021★ 4 cited
Local convexity of the TAP free energy and AMP convergence for Z2-synchronization
Michael Celentano, Zhou Fan, Song Mei
We study mean-field variational Bayesian inference using the TAP approach, for Z2-synchronization as a prototypical example of a high-dimensional Bayesian model. We show that for a…
math.PR2021★ 10 cited
The replica-symmetric free energy for Ising spin glasses with orthogonally invariant couplings
Zhou Fan, Yihong Wu
We study a variant of the Sherrington-Kirkpatrick (S-K) spin glass model with external field, where the random symmetric couplings matrix does not consist of i.i.d. entries but is…