Home Ethics/Gov of AI amarashar's bookmarks Human-algorithm teaming in face recognition: How algorithm outcomes cognitively bias human decision-making

Human-algorithm teaming in face recognition: How algorithm outcomes cognitively bias human decision-making

amarashar's bookmarks 2020-08-31

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Review into bias in algorithmic decision-making - CDEI_review_into_bias_in_algorithmic_decision-making.pdf

https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/939109/CDEI_review_into_bias_in_algorithmic_decision-making.pdf

amarashar's tagged items 12/04/2020

fairness
Moral Decision Making Frameworks for Artificial Intelligence

https://users.cs.duke.edu/~conitzer/moralAAAI17.pdf

amarashar's tagged items 10/20/2017

ethics decisionmaking
A Voting-Based System for Ethical Decision Making

https://arxiv.org/pdf/1709.06692.pdf

amarashar's tagged items 10/20/2017

av ethics research
The-Governance-of-Decision-Making-Algorithms-Workshop-report.pdf

https://irgc.epfl.ch/wp-content/uploads/2018/11/IRGC-2018-The-Governance-of-Decision-Making-Algorithms-Workshop-report.pdf

amarashar's tagged items 11/27/2018
How algorithmic popularity bias hinders or promotes quality | Scientific Reports

https://www.nature.com/articles/s41598-018-34203-2

amarashar's tagged items 07/29/2020
Senior researcher and Phd candidate Digital Transformation of Decision-Making - University of Amsterdam

https://www.uva.nl/en/content/vacancies/2019/08/19-518-senior-researcher-and-phd-candidate-digital-transformation-of-decision-making.html?1565628518761

amarashar's tagged items 08/12/2019
Artificial Intelligence Policy in India: A Framework for Engaging the Limits of Data-Driven Decision-Making by Vidushi Marda :: SSRN

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3240384

amarashar's tagged items 09/21/2018
AI governance in the public sector: Three tales from the frontiers of automated decision-making in democratic settings - ScienceDirect

https://www.sciencedirect.com/science/article/pii/S0308596120300689

amarashar's tagged items 06/05/2020
Diagnosing Gender Bias in Image Recognition Systems - Carsten Schwemmer, Carly Knight, Emily D. Bello-Pardo, Stan Oklobdzija, Martijn Schoonvelde, Jeffrey W. Lockhart, 2020

https://journals.sagepub.com/doi/10.1177/2378023120967171

amarashar's tagged items 11/23/2020
Data is power: Towards additional guidance on profiling and automated decision-making in the GDPR | Kaltheuner | Journal of Information Rights, Policy and Practice

https://journals.winchesteruniversitypress.org/index.php/jirpp/article/view/45

amarashar's tagged items 01/30/2018

interpretability
Using artificial intelligence to make decisions: Addressing the problem of algorithmic bias (2020) | Australian Human Rights Commission

https://humanrights.gov.au/our-work/rights-and-freedoms/publications/using-artificial-intelligence-make-decisions-addressing

amarashar's tagged items 11/30/2020

fairness bias
Revealing Bias in ‘Unbiased’ Algorithms - MacArthur Foundation

https://www.macfound.org/press/grantee-stories/revealing-bias-unbiased-algorithms/

amarashar's tagged items 11/02/2020
Bias detectives: the researchers striving to make algorithms fair

https://www.nature.com/articles/d41586-018-05469-3

amarashar's tagged items 06/20/2018
The Seductive Diversion of ‘Solving’ Bias in Artificial Intelligence

https://medium.com/s/story/the-seductive-diversion-of-solving-bias-in-artificial-intelligence-890df5e5ef53

amarashar's tagged items 12/09/2018
[2004.09456] StereoSet: Measuring stereotypical bias in pretrained language models

https://arxiv.org/abs/2004.09456

amarashar's tagged items 04/27/2020
Clarifying “algorithm audits” and “algorithmic impact assessments.”

https://www.adalovelaceinstitute.org/wp-content/uploads/2020/04/Ada-Lovelace-Institute-DataKind-UK-Examining-the-Black-Box-Report-2020.pdf

amarashar's tagged items 05/01/2020
Algorithm Charter for Aotearoa New Zealand - data.govt.nz

https://data.govt.nz/blog/algorithm-charter-for-aotearoa-new-zealand/

amarashar's tagged items 08/05/2020
Google Developers Blog: Text Embedding Models Contain Bias. Here's Why That Matters.

https://developers.googleblog.com/2018/04/text-embedding-models-contain-bias.html

amarashar's tagged items 04/23/2018

bias
'Bias deep inside the code': the problem with AI 'ethics' in Silicon Valley | Technology | The Guardian

https://www.theguardian.com/technology/2019/mar/28/big-tech-ai-ethics-boards-prejudice

amarashar's tagged items 03/29/2019
The Paradox of Automation as Anti-Bias Intervention by Ifeoma Ajunwa :: SSRN

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2746078

amarashar's tagged items 04/15/2019
Algorithmic bias detection and mitigation: Best practices and policies to reduce consumer harms

https://www.brookings.edu/research/algorithmic-bias-detection-and-mitigation-best-practices-and-policies-to-reduce-consumer-harms/

amarashar's tagged items 05/24/2019
The Paradox of Automation as Anti-Bias Intervention by Ifeoma Ajunwa :: SSRN

https://papers.ssrn.com/sol3/Papers.cfm?abstract_id=2746078

amarashar's tagged items 04/17/2019
OII | AI modelling tool developed by Oxford academics incorporated into Amazon anti-bias software — Oxford Internet Institute

https://www.oii.ox.ac.uk/news/releases/ai-modelling-tool-developed-by-oxford-academics-incorporated-into-amazon-anti-bias-software/

amarashar's tagged items 12/15/2020
Research summary: Decision Points in AI Governance | Montreal AI Ethics Institute

https://montrealethics.ai/research-summary-decision-points-in-ai-governance/

amarashar's tagged items 08/04/2020

implementation
The Algorithm Game by Jane R. Bambauer, Tal Zarsky :: SSRN

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3135949

amarashar's tagged items 03/16/2018