Learning Theory

author: Mark Reid, Research School of Information Sciences and Engineering, Australian National University
published: April 1, 2009,   recorded: January 2009,   views: 7955


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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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