Erhältlich:
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Buch (Softcover): Fachbuch
Dataset Distillation
Principles, Methods, and Applications
Verlag:
Eliva Press Unsere-Artikel-Nr.: P35492182
EAN: 9789999347495
Erhältlich:
Nicht auf Lager
Zustellung: Mi, 21.10.2026
Versand: Kostenlos
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CHF 74.–
CHF 68.50
Beschreibung
Dataset distillation is the process of creating a small, synthetic or selected dataset that captures the essential information of a much larger dataset, such that models trained on the distilled set perform nearly as well as those trained on the full data. Also known as dataset condensation or coreset selection, this technique addresses a fundamental tension in modern machine learning: the need for large-scale data versus the practical constraints of storage, computation, and accessibility.
Spezifikationen
Sprache
- Englisch
Autor
- Prateek Khanna
Erscheinungsjahr
- 1905
Format
- Buch (Softcover)
Anzahl Seiten
- 56