Regularization (mathematics): Regularization (mathematics), Mathematics, Inverse Problem, Ill- Posed Problem -
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In mathematics and statistics, particularly in the fields of machine learning and inverse problems, regularization involves introducing additional information in order to solve an ill-posed problem or to prevent overfitting. This information is usually of the form of a penalty for complexity, such as restrictions for smoothness or bounds on the vector space norm. A theoretical justification for regularizati ... Full description
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Description
More Information
| Publisher | OmniScriptum |
|---|---|
| Release year | 2026 |
| Cover type | Softcover |
| EAN | 9786131120640 |