Information Losses in Neural Classifiers From Sampling - Foggo, Brandon; Yu, Nanpeng; Shi, Jie; Gao, Yuanqi (IEEE transaction on neural networks and learning systems, 2020)
Keywords: Classifiers; Compression; Datasets; Deep learning; information theory; large deviations theory; Learning systems; Machine learning; mutual information; Neural networks; Probability distribution; Random variables; statistical learning theory; Training; Training data