Publications — Humanising Machine Intelligence

@article{rosenstock2018s,
  title={When it’s good to feel bad: An evolutionary model of guilt and apology},
  author={Rosenstock, Sarita and O’Connor, Cailin},
  journal={Frontiers in Robotics and AI},
  volume={5},
  pages={9},
  url = {https://www.frontiersin.org/articles/10.3389/frobt.2018.00009/full},
  year={2018},
  publisher={Frontiers Media SA}
}

@misc{Bateman2019artificial,
   author = {Bateman, Will},
   title = {Artificial Intelligence, Administrative Law and Financial Regulation},
   month = {August 2019},
   url = {https://hmi.anu.edu.au/ourwork/artificial-intelligence-administrative-law-and-financial-regulation},
   year = {2019},
   type = {Conference Paper}
}

@article{Bateman2019algorithmic, 
   author = {Bateman, Will},
   title = {Algorithmic Decision-Making and Legality: Public Law Dimensions},
   journal = {Australian Law Journal},
   volume = {94},
   pages = {520-530},
   url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3496386},
   year = {2019},
   type = {Journal Article}
}

@inbook{Benn2019child,
   author = {Benn, Claire},
   title = {Child Pornography in the Digital Age: A Conceptual Muddle},
   booktitle = {Pornography: Interdisciplinary Perspectives},
   editor = {Jacob, F},
   publisher = {Peter Lang GmbH Europaeischer Verlag der Wissenschaften},
   address = {Berlin, Germany},
   pages = {261-285},
   year = {2019},
   type = {Book Section}
}

@article{benn2019playtest,
  title={Playtest and the Power of Virtual Reality: Are Our Fears Real?},
  author={Benn, Claire},
  journal={Black Mirror and Philosophy: Dark Reflections},
  pages={92--100},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/9781119578291.ch9},
  year={2019},
  publisher={Wiley Online Library}
}

@book{Bolinger2019,
   author = {Bolinger, R and Lazar, S and Hájek, A},
   title = {Special Issue on Norms for Risk},
   series = {Synthese },
   year = {2019},
   type = {Edited Book}
}

@article{kasirzadeh2019mathematical,
  title={Mathematical decisions and non-causal elements of explainable AI},
  author={Kasirzadeh, Atoosa},
  journal={arXiv preprint arXiv:1910.13607},
  url = {https://arxiv.org/abs/1910.13607},
  year={2019}
}

@article{lazar2021deontological,
  title={Deontological decision theory and lesser-evil options},
  author={Lazar, Seth and Graham, Peter A},
  journal={Synthese},
  volume={198},
  number={7},
  pages={6889--6916},
  url = {https://link.springer.com/article/10.1007/s11229-019-02496-z},
  year={2021},
  publisher={Springer}
}

@article{wu2019estimating,
  title={Estimating attention flow in online video networks},
  author={Wu, Siqi and Rizoiu, Marian-Andrei and Xie, Lexing},
  journal={Proceedings of the ACM on Human-Computer Interaction},
  volume={3},
  number={CSCW},
  pages={1-25},
  url = {https://dl.acm.org/doi/abs/10.1145/3359285},
  year={2019},
  publisher={ACM New York, NY, USA}
}

@article{alfano2021technologically,
  title={Technologically scaffolded atypical cognition: The case of YouTube’s recommender system},
  author={Alfano, Mark and Fard, Amir Ebrahimi and Carter, J Adam and Clutton, Peter and Klein, Colin},
  journal={Synthese},
  volume={199},
  number={1},
  pages={835--858},
  url = {https://link.springer.com/article/10.1007/s11229-020-02724-x},
  year={2021},
  publisher={Springer}
}

@article{andreas2020causation,
  title={Causation in terms of production},
  author={Andreas, Holger and G{\"u}nther, Mario},
  journal={Philosophical Studies},
  volume={177},
  number={6},
  pages={1565--1591},
  url = {https://link.springer.com/article/10.1007/s11098-019-01275-3},
  year={2020},
  publisher={Springer}
}

@article{bales2021supererogation,
  title={Supererogation and sequence},
  author={Bales, Adam and Benn, Claire},
  journal={Synthese},
  volume={198},
  number={8},
  pages={7763--7780},
  url = {https://link.springer.com/article/10.1007/s11229-020-02547-w},
  year={2021},
  publisher={Springer}
}

@article{benn2020rationally,
  title={The rationally supererogatory},
  author={Benn, Claire and Bales, Adam},
  journal={Mind},
  volume={129},
  number={515},
  pages={917--938},
  url = {https://academic.oup.com/mind/article-abstract/129/515/917/5580317},
  year={2020},
  publisher={Oxford University Press}
}

@article{bista2020supmmd,
  title={SupMMD: A Sentence Importance Model for Extractive Summarization using Maximum Mean Discrepancy},
  author={Bista, Umanga and Mathews, Alexander Patrick and Menon, Aditya Krishna and Xie, Lexing},
  journal={arXiv preprint arXiv:2010.02568},
  url = {https://arxiv.org/abs/2010.02568},
  year={2020}
}

@article{chan2022rules,
  title={Rules in information sharing for security},
  author={Chan, Janet and Logan, Sarah and Bennett Moses, Lyria},
  journal={Criminology & Criminal Justice},
  volume={22},
  number={2},
  pages={304--322},
  url = {https://journals.sagepub.com/doi/abs/10.1177/1748895820960199},
  year={2022},
  publisher={SAGE Publications Sage UK: London, England}
}

@article{clifford2017citizen,
   author = {Clifford, Damian},
   title = {Citizen-consumers in a personalised Galaxy: Emotion influenced decision-making, a true path to the dark side?},
   booktitle = {Future Law: Emerging Technology, Regulation and Ethics },
   editor = {Edwards, Lilian and Schafer, Burkhard and Harbinja, Edina},
   journal={FUTURE LAW},
   url = {https://books.google.com.au/books?hl=en&lr=&id=2HkxEAAAQBAJ&oi=fnd&pg=PA79&dq=Citizen-consumers+in+a+personalised+Galaxy:+Emotion+influenced+decision-making,+a+true+path+to+the+dark+side%3F&ots=M1p4UebA8y&sig=i3gnxlusa4UN7dHtCoCakEwAERI&redir_esc=y#v=onepage&q=Citizen-consumers%20in%20a%20personalised%20Galaxy%3A%20Emotion%20influenced%20decision-making%2C%20a%20true%20path%20to%20the%20dark%20side%3F&f=false},
   year = {2017},
}

@article{clifford2020consumer,
  title={Consumer privacy and consent: Reform in the light of contract and consumer protection law},
  author={Clifford, Damian and Paterson, Jeannie Marie},
  journal={Australian Law Journal},
  volume={94},
  number={10},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3795141},
  year={2020}
}

@article{collins2019partially,
  title={Partially Observable Planning and Learning for Systems with Non-Uniform Dynamics},
  author={Collins, Nicholas and Kurniawati, Hanna},
  journal={arXiv preprint arXiv:1907.04457},
  url = {https://arxiv.org/abs/1907.04457},
  year={2019}
}

@book{davis2020artifacts,
  title={How artifacts afford: The power and politics of everyday things},
  author={Davis, Jenny L},
  url = {https://books.google.com.au/books?hl=en&lr=&id=Or34DwAAQBAJ&oi=fnd&pg=PR9&dq=How+artifacts+afford:+the+power+and+politics+of+everyday+things&ots=H2EA8KS1_B&sig=6dpsmUyZ3cwRgM0Ly8AipSuvSZQ&redir_esc=y#v=onepage&q=How%20artifacts%20afford%3A%20the%20power%20and%20politics%20of%20everyday%20things&f=false},
  year={2020},
  publisher={MIT Press}
}

@misc{RN24,
   author = {Dolman, C and Lazar, S and Caetano, T and Semenovich, D},
   title = {Should I Use That Rating Factor? A Philosophical Approach to an Old Problem},
   month = {3-28 August },
   year = {2020},
   type = {Conference Paper}
}

@article{grastien2020cpces,
  title={CPCES: A planning framework to solve conformant planning problems through a counterexample guided refinement},
  author={Grastien, Alban and Scala, Enrico},
  journal={Artificial Intelligence},
  volume={284},
  pages={103271},
  url = {https://www.sciencedirect.com/science/article/abs/pii/S000437022030031X},
  year={2020},
  publisher={Elsevier}
}

@misc{RN87,
   author = {Kasirzadeh, A},
   title = {Why and How Explanations Matter: Connecting Moral and Technical Dimensions of Algorithmic Decision-making},
   publisher = {Simons Institute for the theory of computing, University of California Berkeley},
   year = {2020},
   type = {Conference Paper}
}

@article{klein2020polychrony,
  title={Polychrony and the Process View of Computation},
  author={Klein, Colin},
  journal={Philosophy of Science},
  volume={87},
  number={5},
  pages={1140--1149},
  url = {https://www.cambridge.org/core/journals/philosophy-of-science/article/abs/polychrony-and-the-process-view-of-computation/FFF603FCA907E4531B311C7C9B587584},
  year={2020},
  publisher={Cambridge University Press}
}

@inproceedings{kong2020describing,
  title={Describing and predicting online items with reshare cascades via dual mixture self-exciting processes},
  author={Kong, Quyu and Rizoiu, Marian-Andrei and Xie, Lexing},
  booktitle={Proceedings of the 29th ACM International Conference on Information \& Knowledge Management},
  pages={645--654},
  url = {https://dl.acm.org/doi/abs/10.1145/3340531.3411861},
  year={2020}
}

@inproceedings{kong2020modeling,
  title={Modeling information cascades with self-exciting processes via generalized epidemic models},
  author={Kong, Quyu and Rizoiu, Marian-Andrei and Xie, Lexing},
  booktitle={proceedings of the 13th international conference on web search and data mining},
  pages={286--294},
  url = {https://dl.acm.org/doi/abs/10.1145/3336191.3371821},
  year={2020}
}

@article{orr2020attributions,
  title={Attributions of ethical responsibility by Artificial Intelligence practitioners},
  author={Orr, Will and Davis, Jenny L},
  journal={Information, Communication \& Society},
  volume={23},
  number={5},
  pages={719--735},
  url = {https://www.tandfonline.com/doi/abs/10.1080/1369118X.2020.1713842},
  year={2020},
  publisher={Taylor \& Francis}
}

@article{richardson2021internet,
  title={The Internet of Things (IoT) and the Meaning of'personal data': a Case Study in Regulation of Rights},
  author={Richardson, Megan and Clifford, Damien and Clarke, Karin and Bosua, R},
  journal={Revue Europ{\'e}enne de Droit de la Consommation/European Journal of Consumer Law},
  volume={20},
  number={3},
  pages={503--522},
  url = {https://www.narcis.nl/publication/RecordID/oai:research.ou.nl:publications%2Faf1513b5-8485-4a25-9887-1eedcb353226},
  year={2021}
}

@article{Shen2020learning,
   author = {Shen, William and Trevizan, Felipe and Thiébaux, Sylvie},
   title = {Learning Domain-Independent Planning Heuristics with Hypergraph Networks},
   journal = {Proceedings of the International Conference on Automated Planning and Scheduling},
   volume = {30},
   number = {1},
   pages = {574-584},
   abstract = {<p>We present the first approach capable of learning domain-independent planning heuristics entirely from scratch. The heuristics we learn map the hypergraph representation of the delete-relaxation of the planning problem at hand, to a cost estimate that approximates that of the least-cost path from the current state to the goal through the hypergraph. We generalise Graph Networks to obtain a new framework for learning over hypergraphs, which we specialise to learn planning heuristics by training over state/value pairs obtained from optimal cost plans. Our experiments show that the resulting architecture, STRIPS-HGNs, is capable of learning heuristics that are competitive with existing delete-relaxation heuristics including LM-cut. We show that the heuristics we learn are able to generalise across different problems and domains, including to domains that were not seen during training.</p>},
   url = {https://ojs.aaai.org/index.php/ICAPS/article/view/6754},
   year = {2020},
   type = {Journal Article}
}

@article{steele2021imprecise,
  title={How to be imprecise and yet immune to sure loss},
  author={Steele, Katie},
  journal={Synthese},
  volume={199},
  number={1},
  pages={427--444},
  url = {https://link.springer.com/article/10.1007/s11229-020-02665-5},
  year={2021},
  publisher={Springer}
}

@misc{RN10,
   author = {Steele, K and Stefánsson, H. Orri },
   title = {Decision Theory},
   publisher = {Stanford University},
   url = {https://plato.stanford.edu/entries/decision-theory/},
   year = {2020},
   type = {Generic}
}

@article{steele2021belief,
  title={Belief revision for growing awareness},
  author={Steele, Katie and Stef{\'a}nsson, H Orri},
  journal={Mind},
  volume={130},
  number={520},
  pages={1207--1232},
  url = {https://academic.oup.com/mind/article-abstract/130/520/1207/6102900},
  year={2021},
  publisher={Oxford University Press}
}

@article{toyer2020asnets,
   author = {Toyer, Sam and Thiébaux, Sylvie and Trevizan, Felipe and Xie, Lexing},
   title = {Asnets: Deep Learning for Generalised Planning},
   journal = {The Journal of artificial intelligence research},
   volume = {68},
   pages = {1-68},
   ISSN = {1076-9757},
   DOI = {10.1613/jair.1.11633},
   url = {https://www.jair.org/index.php/jair/article/view/11633},
   year = {2020},
   type = {Journal Article}
}

@inproceedings{tran2020transform,
   author = {Tran, Alasdair and Mathews, Alexander and Xie, Lexing},
   title = {Transform and Tell: Entity-Aware News Image Captioning},
   booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
   pages = {13035-13045},
   year = {2020},
   url = {https://openaccess.thecvf.com/content_CVPR_2020/html/Tran_Transform_and_Tell_Entity-Aware_News_Image_Captioning_CVPR_2020_paper.html},
   type = {Conference Proceedings}
}

@inproceedings{wu2020variation,
   author = {Wu, Siqi and Rizoiu, Marian-Andrei and Xie, Lexing},
   title = {Variation across Scales: Measurement Fidelity under Twitter Data Sampling},
   booktitle = {Proceedings of the Fourteenth International AAAI Conference on Web and Social Media},
   pages = {715-725},
   volume={14},
   year = {2020},
   url = {https://ojs.aaai.org/index.php/ICWSM/article/view/7337},
   type = {Conference Proceedings}
}

@article{zalnieriute2019rule,
  title={From rule of law to statute drafting: legal issues for algorithms in government decision-making},
  author={Zalnieriute, Monika and Burton, Lisa and Boughey, Janina and Bennett Moses, Lyria and Logan, Sarah},
  journal={The Cambridge Handbook of the Law of Algorithms (Cambridge University Press 2021)},
  pages={251--272},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3380072},
  year={2019}
}

@inproceedings{zhang2020computing,
  title={Computing superior counter-examples for conformant planning},
  author={Zhang, Xiaodi and Grastien, Alban and Scala, Enrico},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={34},
  number={06},
  pages={10017--10024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6558},
  year={2020}
}

@article{ni2021gender,
  title={Gender as Emotive AI and the Case of ‘Nadia’: Regulatory and Ethical Implications},
  author={Ni Loideain, Nora and Adams, Rachel and Clifford, Damian},
  journal={Rachel and Clifford, Damian, Gender as Emotive AI and the Case of ‘Nadia’: Regulatory and Ethical Implications (June 2, 2021)},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3858431},
  year={2021}
}

@article{archbold2021adtech,
  title={Adtech and children's data rights},
  author={Archbold, Lisa and Clifford, Damian and Paterson, Moira and Richardson, Megan and Witzleb, Normann},
  journal={University of New South Wales Law Journal, The},
  volume={44},
  number={3},
  pages={857--877},
  url = {https://search.informit.org/doi/abs/10.3316/informit.067482954333518},
  year={2021}
}

@article{gordon2021children,
  title={Children's privacy in lockdown: Intersections between privacy, participation and protection rights in a pandemic},
  author={Gordon, Faith and Clifford, Damian and Archbold, Lisa and Verdoodt, Valerie},
  journal={Law, Technology and Humans},
  volume={3},
  number={1},
  pages={18--34},
  url = {https://search.informit.org/doi/abs/10.3316/agispt.20210729050809},
  year={2021}
}

@article{benn2021reducing,
   author = {Benn, Claire and Grastien, Alban},
   title = {Reducing moral ambiguity in partially observed human–robot interactions},
   journal = {Advanced Robotics},
   volume = {35},
   number = {9},
   pages = {537-552},
   url = {https://doi.org/10.1080/01691864.2021.1894233},
   year = {2021},
   publisher={Taylor \& Francis}
}

@article{benn2022s,
  title={What’s wrong with Automated Influence},
  author={Benn, Claire and Lazar, Seth},
  journal={Canadian Journal of Philosophy},
  pages={1--24},
  year={2022},
  url = {https://www.cambridge.org/core/journals/canadian-journal-of-philosophy/article/whats-wrong-with-automated-influence/98F5E24BEADE585050B773D2CBEB1F39},
  publisher={Cambridge University Press}
}

@article{bennett2021philosophical,
  title={Philosophical specification of empathetic ethical artificial intelligence},
  author={Bennett, Michael Timothy and Maruyama, Yoshihiro},
  journal={IEEE Transactions on Cognitive and Developmental Systems},
  year={2021},
  url = {https://ieeexplore.ieee.org/abstract/document/9495946/},
  publisher={IEEE}
}

@article{davis2021emotional,
  title={Emotional consequences and attention rewards: the social effects of ratings on Reddit},
  author={Davis, Jenny L and Graham, Timothy},
  journal={Information, Communication \& Society},
  volume={24},
  number={5},
  pages={649--666},
  url = {https://www.tandfonline.com/doi/abs/10.1080/1369118X.2021.1874476},
  year={2021},
  publisher={Taylor \& Francis}
}

@article{davis2021algorithmic,
  title={Algorithmic reparation},
  author={Davis, Jenny L and Williams, Apryl and Yang, Michael W},
  journal={Big Data \& Society},
  volume={8},
  number={2},
  pages={20539517211044808},
  url = {https://journals.sagepub.com/doi/full/10.1177/20539517211044808},
  year={2021},
  publisher={SAGE Publications Sage UK: London, England}
}

@article{devitt2021trust,
  title={Trust and Safety},
  author={Devitt, S Kate and Horne, Rachel and Assaad, Zena and Broad, Ellen and Kurniawati, Hanna and Cardier, Beth and Scott, Andrew and Lazar, Seth and Gould, Maia and Adamson, Chelle and others},
  journal={arXiv preprint arXiv:2104.06512},
  url = {https://arxiv.org/abs/2104.06512},
  year={2021}
}

@article{dolman2021multidisciplinary,
  title={Multidisciplinary collaboration on discrimination--not just “Nice to Have”},
  author={Dolman, Chris and Frees, Edward Jed and Huang, Fei},
  journal={Annals of Actuarial Science},
  volume={15},
  number={3},
  pages={485--487},
  url = {https://www.cambridge.org/core/journals/annals-of-actuarial-science/article/multidisciplinary-collaboration-on-discrimination-not-just-nice-to-have/1314A1A9667B8787E4C2614B53F19580},
  year={2021},
  publisher={Cambridge University Press}
}

@article{ford2021embracing,
  title={Embracing Difference: Governance of Critical Technologies in the Indo-Pacific},
  author={Ford, Jolyon and Clifford, Damian and others},
  url = {https://openresearch-repository.anu.edu.au/bitstream/1885/227730/1/quad-tech-network-series-embracing-difference-governance-critical-technologies-indo-pacific.pdf},
  year={2021},
  publisher={National Security College, Australian National University}
}

@book{fourcade2021proceedings,
   author = {Fourcade, M and Kuipers, B and Lazar, S  and Mulligan, D},
   title = {Proceedings of the 2021 AAAI/ACM Artificial Intelligence, Ethics, and Society Conference},
   publisher = {ACM Digital Library},
   year = {2021},
   type = {Edited Book}
}

@inproceedings{grastien2021computing,
  title={Computing Plans that Signal Normative Compliance},
  author={Grastien, Alban and Benn, Claire and Thi{\'e}baux, Sylvie},
  booktitle={Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={509--518},
  url = {https://dl.acm.org/doi/abs/10.1145/3461702.3462607},
  year={2021}
}

@inproceedings{gray2021dark,
  title={Dark patterns and the legal requirements of consent banners: An interaction criticism perspective},
  author={Gray, Colin M and Santos, Cristiana and Bielova, Nataliia and Toth, Michael and Clifford, Damian},
  booktitle={Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems},
  pages={1--18},
  url = {https://dl.acm.org/doi/abs/10.1145/3411764.3445779},
  year={2021}
}

@article{gunther2021epistemic,
   author = {Günther, Mario},
   title = {Epistemic sensitivity and evidence},
   journal = {Inquiry},
   pages = {1-19},
   url = {https://www.tandfonline.com/doi/abs/10.1080/0020174X.2021.1936158},
   year = {2021},
   publisher={Taylor \& Francis}
}

@article{andreas2021difference,
   author = {Günther, Mario and Andreas, Holger},
   title = {Difference-Making Causation},
   journal={The Journal of Philosophy},
   volume={118},
   number={12},
   pages={680--701},
   url = {https://www.pdcnet.org/jphil/content/jphil_2021_0118_0012_0680_0701},
   year={2021}
}

@article{andreas2021regularity,
  title={Regularity and inferential theories of causation},
  author={Andreas, Holger and Guenther, Mario},
  url = {https://plato.stanford.edu/entries/causation-regularity/},
  year={2021}
}

@article{gunther2022algorithmic,
  title={Algorithmic and human decision making: for a double standard of transparency},
  author={G{\"u}nther, Mario and Kasirzadeh, Atoosa},
  journal={AI \& SOCIETY},
  volume={37},
  number={1},
  pages={375--381},
  url = {https://link.springer.com/article/10.1007/s00146-021-01200-5},
  year={2022},
  publisher={Springer}
}

@article{hedden2021statistical,
  title={On statistical criteria of algorithmic fairness},
  author={Hedden, Brian},
  journal={Philosophy and Public Affairs},
  volume={49},
  number={2},
  url = {https://philpapers.org/rec/HEDOSC},
  year={2021}
}

@inproceedings{hoerger2021line,
  title={An on-line POMDP solver for continuous observation spaces},
  author={Hoerger, Marcus and Kurniawati, Hanna},
  booktitle={2021 IEEE International Conference on Robotics and Automation (ICRA)},
  pages={7643--7649},
  url = {https://ieeexplore.ieee.org/abstract/document/9560943},
  year={2021},
  organization={IEEE}
}

@article{andreas2022counterfactuals,
  title={Counterfactuals for causal responsibility in legal contexts},
  author={Andreas, Holger and Armgardt, Matthias and Gunther, Mario},
  journal={Artificial intelligence and law},
  pages={1--18},
  url = {https://link.springer.com/article/10.1007/s10506-021-09307-2},
  year={2022},
  publisher={Springer}
}

@article{kasirzadeh2021new,
  title={A new role for mathematics in empirical sciences},
  author={Kasirzadeh, Atoosa},
  journal={Philosophy of science},
  volume={88},
  number={4},
  pages={686--706},
  url = {https://www.cambridge.org/core/journals/philosophy-of-science/article/abs/new-role-for-mathematics-in-empirical-sciences/75BD5525A79D489A9BEA7E974611F501},
  year={2021},
  publisher={Cambridge University Press}
}

@article{kasirzadeh2021reasons,
  title={Reasons, values, stakeholders: A philosophical framework for explainable artificial intelligence},
  author={Kasirzadeh, Atoosa},
  journal={arXiv preprint arXiv:2103.00752},
  url = {https://arxiv.org/abs/2103.00752},
  year={2021}
}

@article{kasirzadeh2021counter,
  title={Counter Countermathematical Explanations},
  author={Kasirzadeh, Atoosa},
  journal={Erkenntnis},
  pages={1--24},
  url = {https://link.springer.com/article/10.1007/s10670-021-00466-x},
  year={2021},
  publisher={Springer}
}

@inproceedings{kasirzadeh2021fairness,
  title={Fairness and Data Protection Impact Assessments},
  author={Kasirzadeh, Atoosa and Clifford, Damian},
  booktitle={Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={146--153},
  url = {https://dl.acm.org/doi/abs/10.1145/3461702.3462528},
  year={2021}
}

@inproceedings{kasirzadeh2021ethical,
  title={The Ethical Gravity Thesis: Marrian Levels and the Persistence of Bias in Automated Decision-making Systems},
  author={Kasirzadeh, Atoosa and Klein, Colin},
  booktitle={Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={618--626},
  url = {https://dl.acm.org/doi/abs/10.1145/3461702.3462606},
  year={2021}
}

@inproceedings{kasirzadeh2021use,
  title={The use and misuse of counterfactuals in ethical machine learning},
  author={Kasirzadeh, Atoosa and Smart, Andrew},
  booktitle={Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency},
  pages={228--236},
  url = {https://dl.acm.org/doi/abs/10.1145/3442188.3445886},
  year={2021}
}

@article{klein2021we,
  title={Do we represent peripersonal space},
  author={Klein, Colin},
  journal={The World at Our Fingertips: A Multidisciplinary Exploration of Peripersonal Space},
  url = {https://books.google.com.au/books?hl=en&lr=&id=nnEhEAAAQBAJ&oi=fnd&pg=PA139&dq=Do+we+represent+peripersonal+space,+C+Klein&ots=C8MWgRBJSD&sig=PK2_znGr3NI31FFvD4uvnUFH1MI#v=onepage&q=Do%20we%20represent%20peripersonal%20space%2C%20C%20Klein&f=false},
  year={2021},
  publisher={Oxford University Press}
}

@incollection{klein2021job,
  title={What Is the Job of the Job Description Challenge? A Study in Esoteric and Exoteric Semantics},
  author={Klein, Colin and Clutton, Peter},
  booktitle={Neural Mechanisms},
  pages={449--463},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-54092-0_19},
  year={2021},
  publisher={Springer}
}

@book{RN59,
   author = {Kumar, R and Lazar, S and Vredenburgh, K and Zimmermann, A},
   title = {Special issue on The Political Philosophy of Data and AI},
   series = {Canadian Journal of Philosophy},
   year = {2021},
   type = {Edited Book}
}

@article{zimmermann2022political,
  title={The Political Philosophy of Data and AI},
  author={Zimmermann, Annette and Vredenburgh, Kate and Lazar, Seth},
  journal={Canadian Journal of Philosophy},
  volume={52},
  number={1},
  pages={1--5},
  url = {https://www.cambridge.org/core/journals/canadian-journal-of-philosophy/article/political-philosophy-of-data-and-ai/B7C38B3D585739080CC94EC48A6E6D7C},
  year={2022},
  publisher={Cambridge University Press}
}

@misc{RN103,
   author = {Logan, S},
   title = {Know Thyself: Epistemic Security in the Australian Context},
   publisher = {Lowy Institute},
   year = {2021},
   type = {Electronic Article}
}

@article{love2021racial,
  title={Racial Differences in Women’s Role-Taking Accuracy: How Status Matters},
  author={Love, Tony P and Davis, Jenny L},
  journal={Sociological Science},
  volume={8},
  pages={150--169},
  url = {https://sociologicalscience.com/articles-v8-8-150/},
  year={2021}
}

@inproceedings{maruyama2021moral,
  title={Moral Philosophy of Artificial General Intelligence: Agency and Responsibility},
  author={Maruyama, Yoshihiro},
  booktitle={International Conference on Artificial General Intelligence},
  pages={139--150},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-93758-4_15},
  year={2021},
  organization={Springer}
}

@inproceedings{maruyama2021categorical,
  title={Categorical artificial intelligence: the integration of symbolic and statistical AI for verifiable, ethical, and trustworthy AI},
  author={Maruyama, Yoshihiro},
  booktitle={International Conference on Artificial General Intelligence},
  pages={127--138},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-93758-4_14},
  year={2021},
  organization={Springer}
}

@inproceedings{perrier2021quantum,
  title={Quantum fair machine learning},
  author={Perrier, Elija},
  booktitle={Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={843--853},
  url = {https://dl.acm.org/doi/abs/10.1145/3461702.3462611},
  year={2021}
}

@article{robinson2021modelling,
  title={Modelling Ethical Algorithms in Autonomous Vehicles Using Crash Data},
  author={Robinson, Pamela and Sun, Landy and Furey, Heidi and Jenkins, Ryan and Phillips, Christopher RM and Powers, Thomas M and Ritterson, Ryan S and Xie, Yuanchang and Casagrande, Rocco and Evans, Nicholas G},
  journal={IEEE Transactions on Intelligent Transportation Systems},
  url = {https://ieeexplore.ieee.org/abstract/document/9440828},
  year={2021},
  publisher={IEEE}
}

@article{rosenstock2021learning,
  title={Learning from the Shape of Data},
  author={Rosenstock, Sarita},
  journal={Philosophy of Science},
  volume={88},
  number={5},
  pages={1033--1044},
  url = {https://www.cambridge.org/core/journals/philosophy-of-science/article/abs/learning-from-the-shape-of-data/99CF26A93DD5C48691945D40683D9444},
  year={2021},
  publisher={Cambridge University Press}
}

@inproceedings{scala2021non,
  title={Non-Deterministic Conformant Planning Using a Counterexample-Guided Incremental Compilation to Classical Planning},
  author={Scala, Enrico and Grastien, Alban},
  booktitle={Proceedings of the International Conference on Automated Planning and Scheduling},
  volume={31},
  pages={299--307},
  url = {https://ojs.aaai.org/index.php/ICAPS/article/view/15974},
  year={2021}
}

@inproceedings{shin2021attentionflow,
  title={Attentionflow: visualising influence in networks of time series},
  author={Shin, Minjeong and Tran, Alasdair and Wu, Siqi and Mathews, Alexander and Wang, Rong and Lyall, Georgiana and Xie, Lexing},
  booktitle={Proceedings of the 14th ACM International Conference on Web Search and Data Mining},
  pages={1085--1088},
  url = {https://dl.acm.org/doi/abs/10.1145/3437963.3441703},
  year={2021}
}

@article{soen2021variance,
  title={On the Variance of the Fisher Information for Deep Learning},
  author={Soen, Alexander and Sun, Ke},
  journal={Advances in Neural Information Processing Systems},
  volume={34},
  pages={5708--5719},
  url = {https://proceedings.neurips.cc/paper/2021/hash/2d290e496d16c9dcaa9b4ded5cac10cc-Abstract.html},
  year={2021}
}

@book{steele2021beyond,
  title={Beyond uncertainty: Reasoning with unknown possibilities},
  author={Steele, Katie and Stef{\'a}nsson, H Orri},
  url = {https://www.cambridge.org/core/elements/abs/beyond-uncertainty/8ED794C02E2BEAB14E4A42B7295F8228},
  year={2021},
  publisher={Cambridge University Press}
}

@article{steele2021belief,
  title={Belief revision for growing awareness},
  author={Steele, Katie and Stef{\'a}nsson, H Orri},
  journal={Mind},
  volume={130},
  number={520},
  pages={1207--1232},
  url = {https://academic.oup.com/mind/article-abstract/130/520/1207/6102900?login=false},
  year={2021},
  publisher={Oxford University Press}
}

@inproceedings{tran2021radflow,
  title={Radflow: A recurrent, aggregated, and decomposable model for networks of time series},
  author={Tran, Alasdair and Mathews, Alexander and Ong, Cheng Soon and Xie, Lexing},
  booktitle={Proceedings of the Web Conference 2021},
  pages={730--742},
  url = {https://dl.acm.org/doi/abs/10.1145/3442381.3449945},
  year={2021}
}

@inbook{RN17,
   author = {Valcke, P and Clifford, D and Steponėnaitė, V. K.},
   title = {Constitutional Challenges in the Emotional AI Era},
   booktitle = {Constitutional Challenges in the Algorithmic Society},
   editor = {Micklitz, H and OPollicino, O and Reichman, A and Simoncini, A and Sartor, G and De Gregorio, G},
   publisher = {Cambridge University Press },
   year = {2021},
   type = {Book Section}
}

@article{verdoodt2021esports,
   author = {Verdoodt, Valerie and Fordyce, Robbie and Archbold, Lisa and Gordon, Faith and Clifford, Damian},
   title = {Esports and the Platforming of Child’s Play During covid-19},
   journal = {The International Journal of Children's Rights},
   volume = {29},
   number = {2},
   pages = {496-520},
   url = {https://brill.com/view/journals/chil/29/2/article-p496_496.xml},
   year = {2021},
   publisher={Brill}
}

@inproceedings{wu2021cross,
  title={Cross-Partisan Discussions on YouTube: Conservatives Talk to Liberals but Liberals Don't Talk to Conservatives},
  author={Wu, Siqi and Resnick, Paul},
  booktitle={Proceedings of the Fifteenth International AAAI Conference on Web and Social Media},
  volume={15},
  url = {https://scholar.google.com.au/scholar?hl=en&as_sdt=0%2C5&q=Cross-Partisan+Discussions+on+YouTube%3A+Conservatives+Talk+to+Liberals+but+Liberals+Don%E2%80%99t+Talk+to+Conservatives&btnG=},
  year={2021}
}

@inproceedings{aitchison2021learning,
  title={Learning to deceive in multi-agent hidden role games},
  author={Aitchison, Matthew and Benke, Lyndon and Sweetser, Penny},
  booktitle={Deceptive AI: First International Workshop, DeceptECAI 2020, Santiago de Compostela, Spain, August 30, 2020 and Second International Workshop, DeceptAI 2021, Montreal, Canada, August 19, 2021, Proceedings 1},
  pages={55--75},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-91779-1_5},
  year={2021},
  organization={Springer}
}

@article{bosua2022using,
  title={Using public data to measure diversity in computer science research communities: A critical data governance perspective},
  author={Bosua, Rachelle and Cheong, Marc and Clark, Karin and Clifford, Damian and Coghlan, Simon and Culnane, Chris and Leins, Kobi and Richardson, Megan},
  journal={Computer Law \& Security Review},
  volume={44},
  pages={105655},
  url = {https://www.sciencedirect.com/science/article/pii/S0267364922000036},
  year={2022},
  publisher={Elsevier}
}

@misc{chieppebayesian2022,
   author = {Chieppe, Patrick and Sweetser, Penny and Newman, Eryn},
   title = {Bayesian Modelling of the Well-Made Surprise},
   year = {2022},
   url = {https://computationalcreativity.net/iccc22/wp-content/uploads/2022/06/ICCC-2022_16L_Chieppe-et-al..pdf},
   type = {Conference Paper}
}

@article{caldwell2022agile,
  title={An Agile New Research Framework for Hybrid Human-AI Teaming: Trust, Transparency, and Transferability},
  author={Caldwell, Sabrina and Sweetser, Penny and O’Donnell, Nicholas and Knight, Matthew J and Aitchison, Matthew and Gedeon, Tom and Johnson, Daniel and Brereton, Margot and Gallagher, Marcus and Conroy, David},
  journal={ACM Transactions on Interactive Intelligent Systems (TiiS)},
  volume={12},
  number={3},
  pages={1--36},
  url = {https://dl.acm.org/doi/full/10.1145/3514257},
  year={2022},
  publisher={ACM New York, NY}
}

@incollection{clifford2022data,
  title={Data protection and consumer protection: The empowerment of the citizen-consumer},
  author={Clifford, Damian},
  booktitle={Research Handbook on Privacy and Data Protection Law},
  pages={229--248},
  url = {https://www.elgaronline.com/display/edcoll/9781786438508/9781786438508.00019.xml},
  year={2022},
  publisher={Edward Elgar Publishing}
}

@misc{davis2022information,
  title={Information technology \& media sociology in a (still) pandemic world},
  author={Davis, Jenny L and Kidd, Dustin and Li, Muyang and Aalders, Rachel and Burgese, Tyler},
  journal={Information, Communication \& Society},
  volume={25},
  number={5},
  pages={587--590},
  url = {https://www.tandfonline.com/doi/full/10.1080/1369118X.2022.2048050},
  year={2022},
  publisher={Taylor \& Francis}
}

@article{davis2022intersecting,
  title={Intersecting matters:\# GeorgeFloyd and\# COVID19},
  author={Davis, Jenny L and Love, Tony P},
  journal={First Monday},
  url = {https://firstmonday.org/ojs/index.php/fm/article/view/12581},
  year={2022}
}

@incollection{davis2022gender,
  title={Gender Dynamics in Human-AI Role-Taking},
  author={Davis, Jenny L and Shank, Daniel B and Love, Tony P and Stefanik, Courtney and Wilson, Abigail},
  booktitle={Advances in Group Processes},
  volume={39},
  pages={1--22},
  url = {https://www.emerald.com/insight/content/doi/10.1108/S0882-614520220000039001/full/html},
  year={2022},
  publisher={Emerald Publishing Limited}
}

@article{davis2021algorithmic,
  title={Algorithmic reparation},
  author={Davis, Jenny L and Williams, Apryl and Yang, Michael W},
  journal={Big Data \& Society},
  volume={8},
  number={2},
  pages={20539517211044808},
  url = {https://journals.sagepub.com/doi/pdf/10.1177/20539517211044808},
  year={2021},
  publisher={SAGE Publications Sage UK: London, England}
}

@inproceedings{nguyen2022mapping,
  title={Mapping Topics in 100,000 Real-Life Moral Dilemmas},
  author={Nguyen, Tuan Dung and Lyall, Georgiana and Tran, Alasdair and Shin, Minjeong and Carroll, Nicholas George and Klein, Colin and Xie, Lexing},
  booktitle={Proceedings of the International AAAI Conference on Web and Social Media},
  volume={16},
  pages={699--710},
  url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19327},
  year={2022}
}

@inproceedings{evans2022stochastic,
  title={Stochastic Policies in Morally Constrained (C-) SSPs},
  author={Evans, Charles and Benn, Claire and Ojea Quintana, Ignacio and Robinson, Pamela and Thi{\'e}baux, Sylvie},
  booktitle={Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society},
  pages={253--264},
  url = {https://dl.acm.org/doi/abs/10.1145/3514094.3534193},
  year={2022}
}

@techreport{RN114,
   author = {Grosz, B and M, Ackerman and Bellovin, S. M. and Cuéllar, M. F. and Danks, D. and Finn, M and Gray, M. L. and Hennessy, JL. and Howard, A. M and Kleinberg, J. M. and Lazar, S. and Manyika, J and Mickens, J and Stent, A.},
   title = {Fostering Responsible Computing Research: Foundations and Practices},
   institution = {The National Academies Press},
   number = {978-0-309-29527-7},
   abstract = {With computing technologies increasingly woven into our society and infrastructure, it is vital for the computing research community to be able to address the ethical and societal challenges that can arise from the development of these technologies, from the erosion of personal privacy to the spread of false information. Fostering Responsible Computing Research: Foundations and Practices presents best practices that funding agencies, academic organizations, and individual researchers can use to formulate and conduct computing research in a responsible manner. This report explores ethical issues in computing research as well as ways to promote responsible practices through education and training.},
   keywords = {Computers and Information Technology
Policy for Science and Technology},
   DOI = {doi:10.17226/26507},
   url = {https://nap.nationalacademies.org/catalog/26507/fostering-responsible-computing-research-foundations-and-practices},
   year = {2022},
   type = {Report}
}

@incollection{hao2022curriculum,
  title={Curriculum Generation and Sequencing for Deep Reinforcement Learning in StarCraft II},
  author={Hao, Daniel and Sweetser, Penny and Aitchison, Matthew},
  booktitle={Australasian Computer Science Week 2022},
  pages={1--11},
  url = {https://dl.acm.org/doi/abs/10.1145/3511616.3513093},
  year={2022}
}

@inproceedings{jiang2022gan,
  title={GAN-Assisted YUV Pixel Art Generation},
  author={Jiang, Zhouyang and Sweetser, Penny},
  booktitle={AI 2021: Advances in Artificial Intelligence: 34th Australasian Joint Conference, AI 2021, Sydney, NSW, Australia, February 2--4, 2022, Proceedings},
  pages={595--606},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-97546-3_48},
  year={2022},
  organization={Springer}
}

@article{kurniawati2022partially,
  title={Partially observable markov decision processes and robotics},
  author={Kurniawati, Hanna},
  journal={Annual Review of Control, Robotics, and Autonomous Systems},
  volume={5},
  pages={253--277},
  url = {https://www.annualreviews.org/doi/abs/10.1146/annurev-control-042920-092451},
  year={2022},
  publisher={Annual Reviews}
}

@article{lazar2022power,
  title={Power and AI: Nature and Justification},
  author={Lazar, Seth},
  url = {https://academic.oup.com/edited-volume/41989/chapter-abstract/355437737?redirectedFrom=fulltext},
  year={2022}
}

@inproceedings{lee2022whose,
  title={Whose advantage? Measuring attention dynamics across YouTube and Twitter on controversial topics},
  author={Lee, JooYoung and Wu, Siqi and Ertugrul, Ali Mert and Lin, Yu-Ru and Xie, Lexing},
  booktitle={Proceedings of the International AAAI Conference on Web and Social Media},
  volume={16},
  pages={573--583},
  url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19316},
  year={2022}
}

@inproceedings{lucchesi2022smallset,
  title={Smallset Timelines: A Visual Representation of Data Preprocessing Decisions},
  author={Lucchesi, Lydia R and Kuhnert, Petra M and Davis, Jenny L and Xie, Lexing},
  booktitle={2022 ACM Conference on Fairness, Accountability, and Transparency},
  pages={1136--1153},
  url = {https://dl.acm.org/doi/abs/10.1145/3531146.3533175},
  year={2022}
}

@inproceedings{maruyama2022human,
  title={Human-Computer Interaction and Coevolution in Science AI Robotics},
  author={Maruyama, Yoshihiro},
  booktitle={HCI International 2022--Late Breaking Posters: 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26--July 1, 2022, Proceedings, Part II},
  pages={523--531},
  url = {https://link.springer.com/chapter/10.1007/978-3-031-19682-9_66},
  year={2022},
  organization={Springer}
}

@misc{RN119,
   author = {Ray, A and Clifford, D. and Roberts, H},
   title = {The Rise and Rise Again of Digital Assets – Reconceptualising Data as Property},
   year = {2022},
   type = {Conference Paper}
}

@incollection{wang2022effect,
  title={The Effect of Using an Auto-Generated Anime Avatar on Player-Avatar Identification},
  author={Wang, Yutong and Sweetser, Penny},
  booktitle={Australasian Computer Science Week 2022},
  url = {https://dl.acm.org/doi/abs/10.1145/3511616.3513094},
  pages={12--22},
  year={2022}
}

@book{RN107,
   author = {Benn, C and Karhu, T and Lazar, S and Robinson, P},
   title = {Philosophical Studies special issue ‘AI and Normative Theory’},
   year = {Commissioned},
   type = {Edited Book}
}

@book{RN106,
   author = {Kasirzadeh, A and Danks, D and Rosenstock},
   title = {Synthese special issue ‘Philosophy of Science in Light of AI’},
   year = {Commissioned},
   type = {Edited Book}
}

@article{alfano2021affiliative,
  title={The affiliative use of emoji and hashtags in the Black Lives Matter movement: A Twitter case study},
  author={Alfano, Mark and Reimann, Ritsaart and Quintana, Ignacio and Cheong, Marc and Klein, Colin},
  url = {https://assets.researchsquare.com/files/rs-741674/v1_covered.pdf?c=1631874781},
  year={2021}
}

@article{robinson2021normative,
  title={Is Normative Uncertainty Irrelevant if Your Descriptive Uncertainty Depends on It?},
  author={Robinson, Pamela},
  journal={Pacific Philosophical Quarterly},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1111/papq.12379},
  year={2021},
  publisher={Wiley Online Library}
}

@article{steele202111,
  title={11 Incommensurability That Can (not) Be Ignored},
  author={Steele, Katie},
  journal={Value Incommensurability},
  pages={231},
  url = {https://library.oapen.org/bitstream/handle/20.500.12657/51661/1/9781000526981.pdf#page=240},
  year={2021}
}

@article{steele2022transformative,
  title={Transformative experience, awareness growth and the limits of rational planning},
  author={Steele, Katie and Stefansson, H Orri},
  journal={Philosophy of Science},
  url = {https://philpapers.org/rec/STETEA-12},
  year={2022}
}

@article{ni2021gender,
  title={Gender as Emotive AI and the Case of ‘Nadia’: Regulatory and Ethical Implications},
  author={Ni Loideain, Nora and Adams, Rachel and Clifford, Damian},
  journal={Rachel and Clifford, Damian, Gender as Emotive AI and the Case of ‘Nadia’: Regulatory and Ethical Implications (June 2, 2021)},
  url = {https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3858431},
  year={2021}
}

@incollection{bateman2022coding,
  title={Coding legal norms: an exploratory essay},
  author={Bateman, Will},
  booktitle={Regulatory Insights on Artificial Intelligence},
  pages={133--150},
  url = {https://www.elgaronline.com/display/book/9781800880788/book-part-9781800880788-13.xml},
  year={2022},
  publisher={Edward Elgar Publishing}
}

@inbook{RN2,
   author = {Clifford, D},
   title = {Fairness in EU Data Protection Law},
   booktitle = {Oxford Encyclopaedia of EU Law},
   publisher = {Oxford University Press},
   year = {Forthcoming },
   type = {Book Section}
}

@inbook{RN54,
   author = {Clifford, D.  and Richardson, M; and Witzleb, N},
   title = {Artificial Intelligence and Sensitive Inferences: Protecting Sensitive Personal Data in the Age of Anxiety},
   booktitle = {Regulatory Insights on Artificial Intelligence: Research for Policy},
   editor = {Findlay and Ford and Seoh and Thampapillai},
   publisher = {Edward Elgar },
   year = {Forthcoming },
   type = {Book Section}
}

@article{davis2021hashtag,
  title={Hashtag Convergence:\# georgefloyd and\# covid19},
  author={Davis, Jenny L and Love, Tony P},
  url = {https://osf.io/preprints/socarxiv/gjs6v/},
  year={2021},
  publisher={SocArXiv}
}

@book{RN61,
   author = {Haugeland, J and Craver, C. F. and Klein, C},
   title = {Mind Design III: Philosophy, Psychology, and Artificial Intelligence},
   publisher = {Cambridge: MIT Press},
   year = {Forthcoming },
   type = {Book}
}

@article{steele2021time,
  title={Why Time Discounting Should Be Exponential: A Reply to Callender},
  author={Steele, Katie},
  url = {https://scholar.google.com.au/scholar?hl=en&as_sdt=0%2C5&q=Why+Time+Discounting+Should+Be+Exponential&btnG=},
  year={2021},
  publisher={SocArXiv}
}

@article{barry2022supererogation,
  title={Supererogation and Optimisation},
  author={Barry, Christian and Lazar, Seth},
  journal={Australasian Journal of Philosophy},
  pages={1--16},
  url = {https://www.tandfonline.com/doi/abs/10.1080/00048402.2022.2074066},
  year={2022},
  publisher={Taylor \& Francis}
}

@article{logan2022hold,
  title={Hold Your Friends Close: Countering Radicalization in Britain and America},
  author={Logan, Sarah},
  url = {https://academic.oup.com/book/44524},
  year={2022}
}

@article{RN67,
   author = {Robinson, P},
   title = {Epistemic Dependence on Intelligent Instruments (extended abstract) },
   journal = {Synthese special issue of philosophy of science in light of AI workshop},
   year = {n.d.},
   type = {Journal Article}
}

@techreport{RN55,
   author = {Clifford, D  and Stewart, D and Gligorijevic},
   title = {Privacy law issues paper for the Tasmanian Law Reform Institute },
   year = {n.d. },
   type = {Report}
}

@article{RN66,
   author = {Robinson, P},
   title = {Moral Deference to Machines (extended abstract)},
   journal = {Philosophical Studies special issue on normative theory and AI workshop},
   year = {n.d. },
   type = {Journal Article}
}

@article{clifford2019legal,
  title={The legal limits to the monetisation of online emotions},
  author={Clifford, Damian},
  url = {https://lirias.kuleuven.be/2807964?limo=0},
  year={2019}
}

@inproceedings{Soen2022FairWF,
title={Fair Wrapping for Black-box Predictions},
author={Alexander Soen and Ibrahim M. Alabdulmohsin and Sanmi Koyejo and Y. Mansour and Nyalleng Moorosi and Richard Nock and Ke Sun and Lexing Xie},
booktitle = {36th Conference on Neural Information Processing Systems (NeurIPS 2022)},
year = {2022},
url_paper = {https://arxiv.org/pdf/2201.12947.pdf},
abstract = {We introduce a new family of techniques to post-process ("wrap") a black-box classifier in order to reduce its bias. Our technique builds on the recent analysis of improper loss functions whose optimization can correct any twist in prediction, unfairness being treated as a twist. In the post-processing, we learn a wrapper function which we define as an α-tree, which modifies the prediction. We provide two generic boosting algorithms to learn α-trees. We show that our modification has appealing properties in terms of composition of α-trees, generalization, interpretability, and KL divergence between modified and original predictions. We exemplify the use of our technique in three fairness notions: conditional value-at-risk, equality of opportunity, and statistical parity; and provide experiments on several readily available datasets.}
}



      
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