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Isolating the hard core of phaseless inference: the Phase selection formulation

cond-mat.dis-nn · 2025-02-06 · conditional · novelty 6.0

A two-level Phase selection reformulation of real-valued phase retrieval, with simultaneous temperature and L2 regularization annealing, lets simulated annealing, AMP, and Langevin dynamics approach the Bayes-optimal sample efficiency in numerical experiments.

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  • Isolating the hard core of phaseless inference: the Phase selection formulation cond-mat.dis-nn · 2025-02-06 · conditional · none · ref 6

    A two-level Phase selection reformulation of real-valued phase retrieval, with simultaneous temperature and L2 regularization annealing, lets simulated annealing, AMP, and Langevin dynamics approach the Bayes-optimal sample efficiency in numerical experiments.