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Normalized residuals and absolute/relative tolerances #54

@kibaekkim

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@kibaekkim

We can generalize the tolerance-based termination criteria according to this paper: https://arxiv.org/pdf/1704.06209.pdf. The current implementation terminates ADMM based on the absolute tolerance only.

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