2017

  1. Veale, Michael. “Logics and Practices of Transparency and Opacity in Real-World Applications of Public Sector Machine Learning.” In Presented as a Talk at the 4th Workshop on Fairness, Accountability and Transparency in Machine Learning (FAT/ML 2017), Halifax, Nova Scotia, Canada, 2017. https://arxiv.org/abs/1706.09249. [arXiv ]
    @incollection{Veale_2017_logics,
      author = {Veale, Michael},
      title = {Logics and practices of transparency and opacity in real-world applications of public sector machine learning},
      booktitle = {Presented as a talk at the 4th Workshop on Fairness, Accountability and Transparency in Machine Learning (FAT/ML 2017), Halifax, Nova Scotia, Canada},
      year = {2017},
      url = {https://arxiv.org/abs/1706.09249},
      arxiv = {1706.09249}
    }
    
  2. Edwards, Lilian, and Michael Veale. “Enslaving the Algorithm: From a ‘Right to an Explanation’ to a ‘Right to Better Decisions’?.” Presented at the 2017 Brussel Privacy Symposium, VUB, 2017. https://ssrn.com/abstract=3052831. [SSRN ]
  3. Veale, Michael, Reuben Binns, and Jef Ausloos. “We Can’t Find Your Data, But a Hacker Could: How ’Privacy by Design’ Trades-Off Data Protection Rights.” Available on SSRN, 2017. https://ssrn.com/abstract=3081069. [SSRN ]
  4. Veale, Michael, and Lilian Edwards. “Clarity, Surprises, and Further Questions in the Article 29 Working Party Draft Guidance on Automated Decision-Making and Profiling.” Computer Law & Security Review, 2017. https://doi.org/10.2139/ssrn.3071679. [SSRN ] [doi]
    @article{Edwards_Veale_2017_clarity,
      author = {Veale, Michael and Edwards, Lilian},
      title = {{Clarity, Surprises, and Further Questions in the Article 29 Working Party Draft Guidance on Automated Decision-Making and Profiling}},
      doi = {10.2139/ssrn.3071679},
      year = {2017},
      ssrn = {3071679},
      journal = {Computer Law \& Security Review}
    }
    
  5. Edwards, Lilian, and Michael Veale. “Slave to the Algorithm? Why a ‘Right to an Explanation’ Is Probably Not the Remedy You Are Looking For.” Duke Law & Technology Review 16, no. 1 (2017): 18–84. https://doi.org/10.2139/ssrn.2972855. [SSRN ] [doi] [PDF ]
    @article{Edwards_Veale_2017_slave,
      author = {Edwards, Lilian and Veale, Michael},
      journal = {Duke Law \& Technology Review},
      title = {{Slave to the algorithm? Why a `right to an explanation' is probably not the remedy you are looking for}},
      volume = {16},
      issue = {1},
      pages = {18--84},
      doi = {10.2139/ssrn.2972855},
      year = {2017},
      ssrn = {2972855},
      pdf = {https://scholarship.law.duke.edu/cgi/viewcontent.cgi?referer=&httpsredir=1&article=1315&context=dltr}
    }
    
  6. Veale, Michael. Data Management and Use: Case Studies of Technologies and Governance. London: The Royal Society and the British Academy, 2017. https://royalsociety.org/ /media/policy/projects/data-governance/data-governance-case-studies.pdf. [Perma.cc ] [PDF ]
    @book{Veale_2017_datamanagement,
      author = {Veale, Michael},
      title = {{Data management and use: Case studies of technologies and governance}},
      publisher = {The Royal Society and the British Academy},
      address = {London},
      year = {2017},
      url = {https://royalsociety.org/~/media/policy/projects/data-governance/data-governance-case-studies.pdf},
      pdf = {https://royalsociety.org/~/media/policy/projects/data-governance/data-governance-case-studies.pdf},
      perma = {9EQS-3LL5}
    }
    
  7. Veale, Michael, and Reuben Binns. “Fairer Machine Learning in the Real World: Mitigating Discrimination without Collecting Sensitive Data.” Big Data & Society 4, no. 2 (2017). https://doi.org/10.1177/2053951717743530. [doi]
    @article{VealeBinns_2017_fairer,
      author = {Veale, Michael and Binns, Reuben},
      title = {Fairer machine learning in the real world: Mitigating discrimination without collecting sensitive data},
      booktitle = {Big Data \& Society},
      year = {2017},
      volume = {4},
      number = {2},
      doi = {10.1177/2053951717743530}
    }
    
  8. Binns, Reuben, Michael Veale, Max Van Kleek, and Nigel Shadbolt. “Like Trainer, like Bot? Inheritance of Bias in Algorithmic Content Moderation.” In Social Informatics: 9th International Conference, SocInfo 2017, Oxford, UK, September 13-15, 2017, Proceedings, Part II, edited by Giovanni Luca Ciampaglia, Afra Mashhadi, and Taha Yasseri, 405–15. Cham: Springer International Publishing, 2017. https://doi.org/10.1007/978-3-319-67256-4_32. [arXiv ] [doi]
    @incollection{Binns_Veale_VanKleek_Shadbolt_2017_like,
      author = {Binns, Reuben and Veale, Michael and Van Kleek, Max and Shadbolt, Nigel},
      editor = {Ciampaglia, Giovanni Luca and Mashhadi, Afra and Yasseri, Taha},
      title = {{Like trainer, like bot? Inheritance of bias in algorithmic content moderation}},
      booktitle = {{Social Informatics: 9th International Conference, SocInfo 2017, Oxford, UK, September 13-15, 2017, Proceedings, Part II}},
      year = {2017},
      publisher = {Springer International Publishing},
      address = {Cham},
      pages = {405--415},
      doi = {10.1007/978-3-319-67256-4_32},
      url = {http://arxiv.org/abs/1707.01477},
      arxiv = {1707.01477}
    }
    

2016

  1. Veale, Michael. “Connecting Diverse Public Sector Values with the Procurement of Machine Learning Systems..” In Data for Policy 2016 — Frontiers of Data Science for Government: Ideas, Practices and Projections (Data for Policy), Cambridge, United Kingdom, 15–16 September 2016, 2016. https://doi.org/10.5281/zenodo.571786. [doi]
    @incollection{Veale_2016_connecting,
      author = {Veale, Michael},
      title = {Connecting diverse public sector values with the procurement of machine learning systems.},
      booktitle = {Data for Policy 2016 --- Frontiers of Data Science for Government: Ideas, Practices and Projections (Data for Policy), Cambridge, United Kingdom, 15--16 September 2016},
      year = {2016},
      doi = {10.5281/zenodo.571786}
    }
    

2015

  1. Veale, Michael, and Rafael Seixas. “Moving to Metrics: Opportunities and Challenges of Performance-Based Sustainability Standards.” S.A.P.I.EN.S 5, no. 1 (2015). https://sapiens.revues.org/pdf/1713. [PDF ]
    @article{Veale_Seixas_2015_moving,
      author = {Veale, Michael and Seixas, Rafael},
      journal = {S.A.P.I.EN.S},
      number = {1},
      title = {{Moving to metrics: Opportunities and challenges of performance-based sustainability standards}},
      url = {https://sapiens.revues.org/pdf/1713},
      volume = {5},
      year = {2015},
      pdf = {https://sapiens.revues.org/pdf/1713}
    }