CayleyNets : graph convolutional neural networks with complex rational spectral filters

• المؤلفون الرئيسيون: Levie, Ron, Monti, Federico, Bresson, Xavier, Bronstein, Michael M.
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2020
• الموضوعات: Engineering::Computer science and engineering; Geometric Deep Learning; Graph Convolution Neural Networks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139445

The rise of graph-structured data such as social networks, regulatory networks, citation graphs, and functional brain networks, in combination with resounding success of deep learning in various applications, has brought the interest in generalizing deep learning models to non-Euclidean domains. In...