Literature for Machine Learning

Link to the Homepage: Machine Learning

no image available Bishop, Christopher M.
Pattern recognition and machine learning
Springer 2009
  • print: BISh ch 2009:1 1.Ex
no image available Boyd, Stephen and Vandenberghe, Lieven
Convex optimization
Cambridge 2004
  • print: BOY st 2004:1 1.Ex
no image available Devroye, Luc; Györfi, Laszlo and Lugosi, Gabor
A probabilistic theory of pattern recognition
Springer 1996
no image available Duda, R.O.; Hart, P.E. and Stork, D.G.
Pattern classification
Wiley 2010
  • print: DUD r3 2010:1 1.Ex
no image available Goodfellow, Ian
Deep learning
MIT Press 2016
no image available Hastie, Trevor; Tibshirani, Robert and Friedman, Jerome H.
The elements of statistical learning
Springer 2011
no image available Jacod, Jean and Protter, Philip E.
Probability essentials
Springer 2004
no image available Schölkopf, Bernhard and Smola, Alexander Johannes
Learning with kernels
MIT Press 2002
no image available Wasserman, Larry
All of statistics
Springer 2005