%%% Machine Learning Papers

@article{ML:XGBoost,
  author    = {Tianqi Chen and
               Carlos Guestrin},
  title     = {XGBoost: {A} Scalable Tree Boosting System},
  journal   = {CoRR},
  volume    = {abs/1603.02754},
  year      = {2016},
  url       = {http://arxiv.org/abs/1603.02754},
  timestamp = {Sat, 02 Apr 2016 11:49:48 +0200},
  biburl    = {http://dblp.uni-trier.de/rec/bib/journals/corr/ChenG16},
  bibsource = {dblp computer science bibliography, http://dblp.org}
}

@article{ML:ROC_AUC:Bradley:1997:UAU:1746432.1746434,
 author = {Bradley, Andrew P.},
 title = {The Use of the Area Under the ROC Curve in the Evaluation of Machine Learning Algorithms},
 journal = {Pattern Recogn.},
 issue_date = {July, 1997},
 volume = {30},
 number = {7},
 month = jul,
 year = {1997},
 issn = {0031-3203},
 pages = {1145--1159},
 numpages = {15},
 url = {http://dx.doi.org/10.1016/S0031-3203(96)00142-2},
 doi = {10.1016/S0031-3203(96)00142-2},
 acmid = {1746434},
 publisher = {Elsevier Science Inc.},
 address = {New York, NY, USA},
 keywords = {Accuracy measures, Cross-validation, Standard error, The ROC curve, The area under the ROC curve (AUC), Wilcoxon statistic},
} 

%%% Gradient boosted reweighting
@article{Rogozhnikov:boostedreweighting,
      author         = "Alves~Jr., A. A. and others",
      title          = "{The \lhcb detector at the LHC}",
      collaboration  = "LHCb collaboration",
      journal        = "JINST",
      volume         = "3",
      pages          = "S08005",
      doi            = "10.1088/1748-0221/3/08/S08005",
      year           = "2008",
}




@article{LHCb-DP-2016-001,
      author         = "Aaij, R. and others",
      title          = "{Tesla: an application for real-time data analysis in High Energy Physics}",
      year           = "2016",
      eprint         = "1604.05596",
      archivePrefix  = "arXiv",
      primaryClass   = "physics.ins-det",
      reportNumber   = "LHCB-DP-2016-001",
      SLACcitation   = "%%CITATION = ARXIV:1604.05596;%%",
      journal        = "Comput. Phys. Commun.",
      volume         = "208",
      year           = "2016",
      pages          = "35-42",
      doi            = "10.1016/j.cpc.2016.07.022",
}