HOPE : High-Order Polynomial Expansion of Black-Box Neural Networks

Despite their remarkable performance, deep neural networks remain mostly "black boxes", suggesting inexplicability and hindering their wide applications in fields requiring making rational decisions. Here we introduce HOPE  (High-order Polynomial Expansion), a method for expanding a networ...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 10. Mai
1. Verfasser:	Xiao, Tingxiong (VerfasserIn)
Weitere Verfasser:	Zhang, Weihang, Cheng, Yuxiao, Suo, Jinli
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article