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Chromatic PAC-Bayes Bounds for Non-IID Data

Published on Dec 20, 20083121 Views

Pac-Bayes bounds are among the most accurate generalization bounds for classifiers learned with \iid data, and it is particularly so for margin classifiers. However, there are many practical cases whe