Graph Information Bottleneck

Information Bottleneck

Information Bottleneck

https://arxiv.org/abs/physics/0004057

Variational Information Bottleneck

难点在于互信息很难计算。所以，我们需要使用变分推理来近似它们。

https://www.cnblogs.com/shenchuguimo/p/14332100.html

https://cloud.tencent.com/developer/article/1783414

Variational Discriminator Bottleneck

https://papers.cool/arxiv/1810.00821

https://arxiv.org/abs/1911.03722

https://arxiv.org/abs/1912.13480

https://papers.cool/arxiv/1612.00410

https://kexue.fm/archives/6181

https://openreview.net/forum?id=ry_WPG-A-

https://zhuanlan.zhihu.com/p/668443792

Robust Graph Information Bottleneck

Graph Information Bottleneck