most citedInformation Bottleneck: Exact Analysis of (Quantized) Neural Networks

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cs.LG2021★ 2 cited

Information Bottleneck: Exact Analysis of (Quantized) Neural Networks

Stephan Sloth Lorenzen, Christian Igel, Mads Nielsen

The information bottleneck (IB) principle has been suggested as a way to analyze deep neural networks. The learning dynamics are studied by inspecting the mutual information (MI) b…