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.
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1 citation across 1 artifact.
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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.
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