viitteet.bib

@inproceedings{lakkaraju17,
 author = {Lakkaraju, Himabindu and Kleinberg, Jon and Leskovec, Jure and Ludwig, Jens and Mullainathan, Sendhil},
 title = {The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables},
 booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '17},
 year = {2017},
 isbn = {978-1-4503-4887-4},
 location = {Halifax, NS, Canada},
 pages = {275--284},
 numpages = {10},
 url = {http://doi.acm.org.libproxy.helsinki.fi/10.1145/3097983.3098066},
 doi = {10.1145/3097983.3098066},
 acmid = {3098066},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {evaluating machine learning algorithms, selective labels, unmeasured confounders, unobservables},
 language = {finnish}
} 

@Article{pearl10,
   Author="Judea Pearl",
   Title="{{A}n introduction to causal inference}",
   Journal="Int J Biostat",
   url = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2836213/},
   Year="2010",
   Volume="6",
   Number="2",
   Pages="Artikkeli 7",
   Month="Helmikuu",
   language = {finnish}
}

@article{DBLP:journals/corr/abs-1807-00905,
  author    = {Maria De{-}Arteaga and
               Artur Dubrawski and
               Alexandra Chouldechova},
  title     = {Learning under selective labels in the presence of expert consistency},
  journal   = {CoRR},
  volume    = {abs/1807.00905},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.00905},
  archivePrefix = {arXiv},
  eprint    = {1807.00905},
  timestamp = {Ma, 13 Elo 2018 16:47:23 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-00905},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  language = {finnish}
}

@misc{zaniewski14,
    author    = "Amanda Zaniewski",
    title     = "Bail in the United States: A Review of the Literature",
    howpublished = "\url{https://www.mass.gov/files/documents/2016/09/qx/bail-in-united-states-literature-review.pdf}",
    year     = "2014",
    month    = "Marraskuu",
    note     = "PDF, haettu 12.3.2019",
  language = {finnish}
}

@article{steinberg18,
  title={Freedom Should Be Free: A Brief History of Bail Funds in the United States},
  author={Steinberg, Robin and Kalish, Lillian and Ritchin, Ezra},
  journal={UCLA Criminal Justice Law Review},
  volume={2},
  number={1},
  year={2018},
  language = {finnish}
}

@article{kalisch14,
  title={Causal structure learning and inference: a selective review},
  author={Markus Kalisch and Peter B{\"u}hlmann},
  journal={Quality Technology \& Quantitative Management},
  volume={11},
  number={1},
  pages={3--21},
  year={2014},
  publisher={Taylor \& Francis},
  language = {finnish}
}

@book{okm,
  author={{Esitutkinta- ja pakkokeinotoimikunta}},
  title={Esitutkintalain, pakkokeinolain ja poliisilain kokonaisuudistus: esitutkinta- ja pakkokeinotoimikunnan mietint{\"o}},
  pages={128--131},
  year={2009},
  publisher={Oikeusministeri{\"o}},
  address={Helsinki},
  isbn={978-952-466-824-8},
  language={finnish},
  note = {sivut 128--131}
}

@article{cnn, 
  title={California eliminates cash bail in sweeping reform}, 
  url={https://edition.cnn.com/2018/08/28/us/bail-california-bill/index.html}, 
  journal={CNN}, 
  author={Madison Park}, 
  year={2018}, 
  month={Elokuu},
  note = {viitattu 5.4.2019},
  language={finnish}
} 

@booklet{oinonen16,
  author   = "Lotta Oinonen",
  title     = "Johdatus yliopistomatematiikkaan",
  year      = "2016",
  month    = "Tammikuu",
  note     = "Samannimisen kurssin kurssimateriaali",
  language={finnish}
} 

@book{miksi,
  title = {Miksi : syyn ja seurauksen uusi tiede},
  author = {Judea Pearl and Dana Mackenzie},
  address = {Helsinki},
  publisher = {Terra Cognita},
  year = {2018},
  isbn={978-952-5697-93-3},
  note={Suomennos Kimmo Pietil{\"a}inen},
  language={finnish}
} 

@book{laaksonen13,
    author    = "Seppo Laaksonen",
    title     = "Surveymetodiikka: Aineiston kokoamisesta puhdistamisen kautta analyysiin",
    publisher = "bookboon.com",
    edition  = "2",
    year      = "2013",
  language={finnish}
} 

@article{propublica16, 
  title={Machine Bias}, 
  url={https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing}, 
  journal={ProPublica}, 
  author={Julia Angwin and Jeff Larson and Surya Mattu and Lauren Kirchner},
  month = "Toukokuu",
  year = "2016",
  language={finnish},
  note = {viitattu 5.4.2019}
} 

@article{madras18,
  title={Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data},
  author={Madras, David and Creager, Elliot and Pitassi, Toniann and Zemel, Richard},
  journal={arXiv preprint arXiv:1809.02519},
  year={2018},
  language={finnish}
} 

@booklet{tira,
  author   = "Jyrki Kivinen",
  title     = "Tietorakenteet ja algoritmit",
  year      = "2018",
  month    = "Kevät",
  note     = "Samannimisen kurssin kurssimateriaali",
  language={finnish}
} 

@article{scikit-learn,
 title={Scikit-learn: Machine Learning in {P}ython},
 author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.
         and Thirion, B. and Grisel, O. and Blondel, M. and Prettenhofer, P.
         and Weiss, R. and Dubourg, V. and Vanderplas, J. and Passos, A. and
         Cournapeau, D. and Brucher, M. and Perrot, M. and Duchesnay, E.},
 journal={Journal of Machine Learning Research},
 volume={12},
 pages={2825--2830},
 year={2011}
}