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Learning Theory

Learning Theory

This video was recorded at Summer Schools in Logic and Learning, Canberra 2009. This course highlights some relationships between surrogate losses, scoring rules, f-divergences, Bregman divergences, statistical information and ROC curves and their implications for applications such as divergence estimation.

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