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Link to the Homepage: Machine Learning
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Bishop, Christopher M. Pattern recognition and machine learning Springer 2009 | |
Boyd, Stephen Convex Optimization Cambridge 2013 | |
Devroye, Luc; Györfi, Laszlo and Lugosi, Gabor A probabilistic theory of pattern recognition Springer 1996 | |
Duda, R.O.; Hart, P.E. and Stork, D.G. Pattern Classification Wiley 2010 | |
Goodfellow, Ian Deep Learning MIT Press 2016 | |
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Hastie, Trevor; Tibshirani, Robert and Friedman, Jerome H. The Elements of Statistical Learning Springer 2011 |
Jacod, Jean and Protter, Philip E. Probability essentials Springer 2004 | |
Schölkopf, Bernhard and Smola, Alexander Johannes Learning with Kernels MIT Press 2002 | |
Wasserman, Larry All of Statistics Springer 2005 |