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@article{Ballal2017NearoptimalPS, title={Near-optimal parameter selection methods for l2 regularization}, author={Tarig Ballal and Mohamed A. Suliman and Tareq Y. Al-Naffouri}, journal={2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)}, year={2017}, pages={1295-1299} }

- Published 2017 in 2017 IEEE Global Conference on Signal and…
DOI:10.1109/GlobalSIP.2017.8309170

This paper focuses on the problem of selecting the regularization parameter for linear least-squares estimation. Usually, the problem is formulated as a minimization problem with a cost function consisting of the square sum of the l2 norm of the residual error, plus a penalty term of the squared norm of the solution multiplied by a constant. The penalty… CONTINUE READING

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