On the Relevance-Complexity Region of Scalable Information Bottleneck

Mohammad Mahdi Mahvari, Mari Kobayashi, Abdellatif Zaidi

The Information Bottleneck method is a learning technique that seeks a right balance between accuracy and generalization capability through a suitable tradeoff between compression…