Inproceedings,

On Fast Convergence of Proximal Algorithms for SQRT-Lasso Optimization: Don't Worry About its Nonsmooth Loss Function.

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UAI, volume 115 of Proceedings of Machine Learning Research, page 49-59. AUAI Press, (2019)

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