Notes on: Bruna, J., Zaremba, W., Szlam, A., & LeCun, Y. (2013): Spectral networks and locally connected networks on graphs

Table of Contents

Notation

  • bruna13_spect_networ_local_connec_networ_graph_cdfd3a815ed27b71796fe6289ce253c6c19a2803.png denote vertices
  • bruna13_spect_networ_local_connec_networ_graph_fe7108f38f2db55db9cb7eee3f63077437a2e510.png denote the affinity / adjacency matrix
  • bruna13_spect_networ_local_connec_networ_graph_bcc78d12732030f435bc5ad3d988428968135770.png denotes an undirected graph
  • bruna13_spect_networ_local_connec_networ_graph_22f7d3912dce7ea0b3d735b3ba8249e591b5caf1.png denotes the neighborhood of the i-th vertex

Spatial construction

Spectral construction

Anki

Machine Learning   deck

Item   note

Front
Back