Algorithmic Learning in a Random World by Vladimir Vovk, Alex Gammerman, Glenn Shafer.
Conformal prediction is a valuable new method of machine learning. Conformal predictors are among the most accurate methods of machine learning, and unlike other state-of-the-art methods, they provide information about their own accuracy and reliability. This new monograph integrates mathematical th...
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