The regularization parameter can be selected without prior knowledge of source and capacity exponents and works in both well-specified and partially misspecified regimes

The result allows the regularization parameter to be selected without prior knowledge of the source and capacity exponents and covers both well-specified and partially misspecified regimes.

http://arxiv.org/abs/2608.25513v1