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Conformal And Probabilistic Prediction With Applications

ISBN 10 : 9783319333953
ISBN 13 : 331933395X

This book constitutes the refereed proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications, COPA 2016, held in Madrid, Spain, in ..


Conformal Prediction For Reliable Machine Learning

ISBN 10 : 9780124017153
ISBN 13 : 0124017150

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern reco..


Algorithmic Learning In A Random World

ISBN 10 : 0387001522
ISBN 13 : 9780387001524

A new scientific monograph developing significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. will find the bo..


An Introduction To Statistical Learning

ISBN 10 : 9781461471387
ISBN 13 : 1461471389

An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data set..


Manifold Learning Theory And Applications

ISBN 10 : 9781466558878
ISBN 13 : 1466558873

Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dimensional structures h..


Structured Parallel Programming

ISBN 10 : 9780124159938
ISBN 13 : 0124159931

Programming is now parallel programming. Much as structured programming revolutionized traditional serial programming decades ago, a new kind of structured programming, based on pa..


Algorithmic Learning In A Random World

ISBN 10 : 0387001522
ISBN 13 : 9780387001524

A new scientific monograph developing significant new algorithmic foundations in machine learning theory. Researchers and postgraduates in CS, statistics, and A.I. will find the bo..