An online, minibatch version of Regularization by Denoising, On-RED, has a fixed-point residual bound of O(1/sqrt(t)) in convex settings and closely matches batch RED quality on phase retrieval experiments.
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Online Regularization by Denoising with Applications to Phase Retrieval
An online, minibatch version of Regularization by Denoising, On-RED, has a fixed-point residual bound of O(1/sqrt(t)) in convex settings and closely matches batch RED quality on phase retrieval experiments.