ComputingComputer ScienceMathematicsAlgorithmsKnowledge RepresentationMachine LearningConcept ExtractionData ModelingData PreprocessingData RepresentationMathematical ModelingSupervised LearningRepresentation Learning Theory
Learning is key to developing systems tailored to abroad range of data analysis and information extraction tasks. We outline the mathematical foundations of learning theory and describe a key algorithm of it.
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Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 33K citations · Full text
Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 27K citations
N. Aronszajn · Transactions of the American Mathematical Society · 1950 · 5.4K citations · Full text