book.bib

@Book{ESL,
  author = {Hastie, Trevor and Tibshirani, Robert and Friedman, Jerome},
  biburl = {https://www.bibsonomy.org/bibtex/2f58afc5c9793fcc8ad8389824e57984c/sb3000},
  publisher = {Springer New York Inc.},
  series = {Springer Series in Statistics},
  url = {http://web.stanford.edu/~hastie/ElemStatLearn/},
  title = {The Elements of Statistical Learning},
  year = 2017
}
@misc{Ngcoursera, 
author = {Andrew Ng},
title = {Machine Learning},
howpublished = "\url{https://www.coursera.org/learn/machine-learning}",
year = {2017}, 
note = "Accessed 08/08/17",
}
@Book{ISL,
 author = {James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert},
 title = {An Introduction to Statistical Learning: With Applications in R},
 year = {2014},
 isbn = {1461471370, 9781461471370},
 url ={http://www-bcf.usc.edu/~gareth/ISL/},
 publisher = {Springer Publishing Company, Incorporated},
} 
@Book{xie2015,
  title = {Dynamic Documents with {R} and knitr},
  author = {Yihui Xie},
  publisher = {Chapman and Hall/CRC},
  address = {Boca Raton, Florida},
  year = {2015},
  edition = {2nd},
  note = {ISBN 978-1498716963},
  url = {http://yihui.name/knitr/},
}
@article{breiman2001,
author = "Breiman, Leo",
doi = "10.1214/ss/1009213726",
fjournal = "Statistical Science",
journal = "Statist. Sci.",
month = "08",
number = "3",
pages = "199--231",
publisher = "The Institute of Mathematical Statistics",
title = "Statistical Modeling: The Two Cultures (with comments and a
 rejoinder by the author)",
url = "http://dx.doi.org/10.1214/ss/1009213726",
volume = "16",
year = "2001"
}
@Book{Goodfellow-et-al-2016,
    title={Deep Learning},
    author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
    publisher={MIT Press},
    note={\url{http://www.deeplearningbook.org}},
    year={2016}
}
@article{Srivastava:2014:DSW:2627435.2670313,
 author = {Srivastava, Nitish and Hinton, Geoffrey and Krizhevsky, Alex and Sutskever, Ilya and Salakhutdinov, Ruslan},
 title = {Dropout: A Simple Way to Prevent Neural Networks from Overfitting},
 journal = {J. Mach. Learn. Res.},
 issue_date = {January 2014},
 volume = {15},
 number = {1},
 month = jan,
 year = {2014},
 issn = {1532-4435},
 pages = {1929--1958},
 numpages = {30},
 url = {http://dl.acm.org/citation.cfm?id=2627435.2670313},
 acmid = {2670313},
 publisher = {JMLR.org},
 keywords = {deep learning, model combination, neural networks, regularization},
} 

@article{DBLP:journals/corr/abs-1206-5533,
  author    = {Yoshua Bengio},
  title     = {Practical recommendations for gradient-based training of deep architectures},
  journal   = {CoRR},
  volume    = {abs/1206.5533},
  year      = {2012},
  url       = {http://arxiv.org/abs/1206.5533},
  timestamp = {Wed, 07 Jun 2017 14:43:16 +0200},
  biburl    = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1206-5533},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}
@book{Bishop,
 author = {Bishop, Christopher M.},
 title = {Pattern Recognition and Machine Learning (Information Science and Statistics)},
 year = {2006},
 isbn = {0387310738},
 publisher = {Springer-Verlag New York, Inc.},
 address = {Secaucus, NJ, USA},
}