Information Bottleneck: Theory and Applications in Deep Learning
Bernhard C. Geiger, Gernot Kubin
Abstract
The information bottleneck (IB) framework, proposed in [...].
Topics & Concepts
Information bottleneck methodBottleneckComputer scienceInformation theoryArtificial intelligenceData scienceTheoretical computer scienceMathematicsMutual informationStatisticsEmbedded systemAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsGenerative Adversarial Networks and Image Synthesis