Optimal Regularization for a Data Source

Oscar Leong, Eliza O'Reilly, Yong Sheng Soh +1

In optimization-based approaches to inverse problems and to statistical estimation, it is common to augment criteria that enforce data fidelity with a regularizer that promotes des…