Conditional Mutual Information Constrained Deep Learning: Framework and Preliminary Results
International Symposium on Information Theory（2024）
关键词
Deep Learning,Conditional Mutual Information,Deep Neural Network,Cross-entropy,Learning Framework,Validation Accuracy,Deep Neural Network Classifier,Function In The Literature,Conventional Deep Learning,Inter-class Separability,Learning Process,Error Rate,Optimization Problem,Learning Algorithms,Objective Function,Training Dataset,Performance Metrics,Feature Space,Information Theory,Class Labels,Synthetic Images,Cluster Centroids,Central Loss,Probability Space,Joint Distribution,Inverse Mapping,Benchmark Methods,Deep Learning Processing,Natural Images,Intrinsic Structure
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