Solution of incorrectly formulated problems and the regularization method.¶
Tikhonov, A. N. (1963). Solution of incorrectly formulated problems and the regularization method. Soviet Mathematics Doklady, 4, 1035-1038.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Regularization
- The Tikhonov apparatus developed for inverse problems transferred directly into modern weight decay and L2 regularization in neural networks — the regularizer is identical, only the substrate differs.
This sourceIntroduces Tikhonov (L2) regularization to stabilize ill-posed inverse problems, the apparatus identical to neural-network weight decay.
- The Tikhonov apparatus developed for inverse problems transferred directly into modern weight decay and L2 regularization in neural networks — the regularizer is identical, only the substrate differs.
Verification¶
Does it exist? Not checked yet. This entry carries no identifier to resolve. It was extracted from the citation as written in the article, normalized, and deduplicated against the rest of the registry.
Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:4c4fb06ea24d · see in the full table