KAN:科尔莫哥洛夫-阿诺德网络
原文中文,约300字,阅读约需1分钟。发表于: 。Kolmogorov-Arnold Networks (KANs) are proposed as alternatives to Multi-Layer Perceptrons (MLPs), outperforming them in terms of accuracy and interpretability, while possessing faster neural...
本文比较了多层图神经网络和图增强多层感知器的表现。结果显示,图增强多层感知器能够区分几乎所有非同构图,但在表达能力和学习灵活性方面不如多层图神经网络。