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Rostamizadeh, Afshin
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Foundations of machine learning (2nd ed.)
Mohri M., Rostamizadeh A., Talwalkar A., The MIT Press, Cambridge, MA, 2018. 504 pp. Type: Book (978-0-262039-40-6)
What are the fundamental principles that underlie a machine learning algorithm? And what factors would you need to consider when creating such an algorithm? These questions form the basis of this book....
...
Mar 25 2020
Foundations of machine learning
Mohri M., Rostamizadeh A., Talwalkar A., The MIT Press, Cambridge, MA, 2012. 480 pp. Type: Book (978-0-262018-25-8)
Although machine learning is one of the newer major scientific domains, a tremendous number of papers have already been published, reporting progress in both theoretical research and practical developments. We have also seen a series o...
...
Dec 17 2012
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