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references.bib
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references.bib
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@book{james2013introduction,
title = {An Introduction to Statistical Learning: With Applications in R},
author = {James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert},
year = {2013},
publisher = {Springer}
}
@book{vapnik1998statistical,
author = {Vapnik, Vladimir},
publisher = {Wiley},
title = {Statistical Learning Theory},
year = {1998}
}
@book{vapnik2013nature,
title = {The Nature of Statistical Learning Theory},
author = {Vapnik, Vladimir},
year = {2013},
publisher = {Springer}
}
@book{friedman2001elements,
title = {The Elements of Statistical Learning},
author = {Friedman, Jerome and Hastie, Trevor and Tibshirani, Robert and others},
volume = {1},
number = {10},
year = {2001},
publisher = {Springer}
}
@book{bishop2006pattern,
author = {Bishop, C.M.},
publisher = {Springer},
title = {Pattern Recognition and Machine Learning},
year = {2006}
}
@book{shalevshwartz2014understanding,
author = {Shalev-Shwartz, Shai and Ben-David, Shai},
title = {Understanding Machine Learning: From Theory to Algorithms},
year = {2014},
publisher = {Cambridge University Press}
}
@book{geron2019hands,
title = {Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems},
author = {G{\'e}ron, Aur{\'e}lien},
year = {2019},
publisher = {O'Reilly Media}
}
@book{murphy2012machine,
title = {Machine Learning: A Probabilistic Perspective},
author = {Murphy, Kevin},
year = {2012},
publisher = {MIT Press}
}
@book{mitchell2010machine,
author = {Mitchell, Tom M.},
publisher = {McGraw-Hill},
title = {Machine learning},
year = {1997}
}
@book{goodfellow2016deep,
title = {Deep learning},
author = {Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron},
year = {2016},
publisher = {MIT Press}
}
@book{burkov2019hundred,
title = {The Hundred-Page Machine Learning Book},
author = {Burkov, Andriy},
volume = {1},
year = {2019},
publisher = {Andriy Burkov}
}
@book{shalev2014understanding,
title = {Understanding Machine Learning: From Theory to Algorithms},
author = {Shalev-Shwartz, Shai and Ben-David, Shai},
year = {2014},
publisher = {Cambridge University Press}
}