@article{asimov,
  author = "G. Cowan and K. Cranmer and E. Gross and O. Vitells",
  journal = "Eur. Phys. J. C",
  volume = 71,
  pages = 1554,
  year = 2011,
  eprint = "arXiv:1007.1727"
}

@misc{kaggleHiggs,
  title = "Kaggle website of the {H}iggs {B}oson {M}achine {L}earning {C}hallenge",
  howpublished = {\url{https://www.kaggle.com/c/higgs-boson}}
}

@misc{lalhiggsml,
  title = "{LAL} website of the {H}iggs {B}oson {M}achine {L}earning {C}hallenge",
  howpublished = {\url{https://higgsml.lal.in2p3.fr}}
}

@misc{NetflixPrize,
  title = "Website of the {Ne}tflix prize",
  howpublished = {\url{www.netflixprize.com}}
}

@misc{MappingDM,
  title = "{W}ebsite of {M}apping {D}ark {M}atter",
  howpublished = {\url{https://www.kaggle.com/c/mdm}}
}

@misc{HiggsMLWorkshop,
  title = "Workshop:  {H}iggs {M}achine {L}earning {C}hallenge visits {CERN}",
  howpublished = {\url{cern.ch/higgsml-visit}}
}

@misc{HiggsMLData,
  title = "{ATLAS} {C}ollaboration, {Data} set from the {H}iggs {M}achine
           {L}earning {C}hallenge, {CERN} {O}pen {D}ata {P}ortal",
  howpublished = {\url{opendata.cern.ch/collection/ATLAS-Higgs-Challenge-2014}}
}

@misc{xgboost,
  title = "{C}hen {T} {\it et al.}, {XGB}oost: e{X}treme {G}radient {B}oosting",
  howpublished = {\url{github.com/dmlc/xgboost}}
}


@misc{nipsworkshop,
  title = "{HEPML} workshop at {NIPS14}",
  howpublished = {\url{https://indico.lal.in2p3.fr/event/2632/}}
}

//   title = "Learning to discover: 
//            the Higgs boson machine learning challenge - documentation",
@misc{LearningToDiscover,
  author = "C. Adam-Bourdarios and G. Cowan and C. Germain and I. Guyon and
            B. K\'{e}gl and D. Rousseau",
  howpublished = "{CERN} {O}pen {D}ata {P}ortal DOI:10.7483/OPENDATA.ATLAS.MQ5J.GHXA, {\url{http://opendata.cern.ch/record/329}}"
}

@book{Kendall,
 editor = {Kendall, M. G. and Stuart, A. and Ord, J. K.},
 title = {Kendall's Advanced Theory of Statistics},
 year = {1987},
 isbn = {0-195-20561-8},
 publisher = {Oxford University Press, Inc.},
 address = {New York, NY, USA},
} 

@article{Aad:2012tfa,
      author         = "{ATLAS Collaboration}",
      title          = "{Observation of a new particle in the search for the
                        {S}tandard {M}odel {H}iggs boson with the {ATLAS} 
                        detector at the LHC}",
      journal        = "Phys.Lett.",
      volume         = "B716",
      pages          = "1-29",
      doi            = "10.1016/j.physletb.2012.08.020",
      year           = "2012",
      eprint         = "1207.7214",
      archivePrefix  = "arXiv",
      primaryClass   = "hep-ex",
      reportNumber   = "CERN-PH-EP-2012-218",
      SLACcitation   = "%%CITATION = ARXIV:1207.7214;%%",
}

@article{Chatrchyan:2012ufa,
      author         = "{CMS Collaboration}",
      title          = "{Observation of a new boson at a mass of 125 GeV 
                         with the {CMS} experiment at the {LHC}}",
      journal        = "Phys.Lett.",
      volume         = "B716",
      pages          = "30-61",
      doi            = "10.1016/j.physletb.2012.08.021",
      year           = "2012",
      eprint         = "1207.7235",
      archivePrefix  = "arXiv",
      primaryClass   = "hep-ex",
      reportNumber   = "CMS-HIG-12-028, CERN-PH-EP-2012-220",
      SLACcitation   = "%%CITATION = ARXIV:1207.7235;%%",
}

@article{Aad:2015vsa,
      author         = "{ATLAS Collaboration}",
      title          = "{Evidence for the {H}iggs-boson {Y}ukawa coupling to tau
                        leptons with the {ATLAS} detector}",
      journal        = "JHEP",
      volume         = "1504",
      pages          = "117",
      doi            = "10.1007/JHEP04(2015)117",
      year           = "2015",
      eprint         = "1501.04943",
      archivePrefix  = "arXiv",
      primaryClass   = "hep-ex",
      reportNumber   = "CERN-PH-EP-2014-262",
      SLACcitation   = "%%CITATION = ARXIV:1501.04943;%%",
}

@article{Chatrchyan:2014nva,
      author         = "{CMS Collaboration}",
      title          = "{Evidence for the 125 GeV {H}iggs boson decaying 
                        to a pair of $\tau$ leptons}",
      journal        = "JHEP",
      volume         = "1405",
      pages          = "104",
      doi            = "10.1007/JHEP05(2014)104",
      year           = "2014",
      eprint         = "1401.5041",
      archivePrefix  = "arXiv",
      primaryClass   = "hep-ex",
      reportNumber   = "CMS-HIG-13-004, CERN-PH-EP-2014-001",
      SLACcitation   = "%%CITATION = ARXIV:1401.5041;%%",
}

@Book{Hastie09,
  Title                    = {The Elements of Statistical Learning, Data Mining, Interference, and Prediction},
  Annote                   = {SIGNATUR = 2012-15034},
  Author                   = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
  Keywords                 = {PATTERN RECOGNITION},
  Publisher                = {Springer},
  Year                     = {2009}
}

@book{Bishop06,
 author = {Bishop, Christopher M.},
 title = {Pattern Recognition and Machine Learning (Information Science and Statistics)},
 year = {2006},
 isbn = {0387310738},
 publisher = {Springer-Verlag New York, Inc.}
} 

@article{ATLASDet,
      author         = "{ATLAS Collaboration}",
      title          = "{The ATLAS Experiment at the CERN Large Hadron Collider}",
      journal        = "JINST",
      volume         = "3",
      pages          = "S08003",
      doi            = "10.1088/1748-0221/3/08/S08003",
      year           = "2008",
      SLACcitation   = "%%CITATION = JINST,3,S08003;%%",
}