Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification

17 Jan 2020Lynton ArdizzoneRadek MackowiakCarsten RotherUllrich Köthe

The Information Bottleneck (IB) objective uses information theory to formulate a task-performance versus robustness trade-off. It has been successfully applied in the standard discriminative classification setting... (read more)

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