Hadamard powers and kernel perceptrons
Autor: | Tobias Damm, Nicolas Dietrich |
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Rok vydání: | 2023 |
Předmět: | |
Zdroj: | Linear Algebra and its Applications. 672:93-107 |
ISSN: | 0024-3795 |
Popis: | We study a relation between Hadamard powers and polynomial kernel perceptrons. The rank of Hadamard powers for the special case of a Boolean matrix and for the generic case of a real matrix is computed explicitly. These results are interpreted in terms of the classification capacities of perceptrons. Comment: 12 pages |
Databáze: | OpenAIRE |
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