2 problems
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Consistency of the empirical OT-based denoiser estimator
Consistency conjecture. This approach would yield a consistent estimator of , and its rate of convergence should be studied.
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Gaussianity conjecture for the effective noise in D-AMP
Let be the signal and let denote the effective noise at iteration of the denoising-based approximate message passing algorithm. In a high-di…