Shell Theory : A Statistical Model of Reality

The foundational assumption of machine learning is that the data under consideration is separable into classes; while intuitively reasonable, separability constraints have proven remarkably difficult to formulate mathematically. We believe this problem is rooted in the mismatch between existing stat...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 10 vom: 02. Okt., Seite 6438-6453
1. Verfasser: Lin, Wen-Yan (VerfasserIn)
Weitere Verfasser: Liu, Siying, Ren, Changhao, Cheung, Ngai-Man, Li, Hongdong, Matsushita, Yasuyuki
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article