Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI

12 May 2020

Papers citing "Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI"

22 / 72 papers shown

Title
Regulating ChatGPT and other Large Generative AI Models P. Hacker A. Engel M. Mauer AILaw 145 353 0 05 Feb 2023
Out of Context: Investigating the Bias and Fairness Concerns of "Artificial Intelligence as a Service" Kornel Lewicki M. S. Lee Jennifer Cobbe Jatinder Singh 88 22 0 02 Feb 2023
Influence of AI in human lives M. Varghese Satheesh Raj V. Venkatesh 23 2 0 15 Dec 2022
Regulating Gatekeeper AI and Data: Transparency, Access, and Fairness under the DMA, the GDPR, and beyond P. Hacker Johann Cordes Janina Rochon 81 11 0 09 Dec 2022
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future P. Hacker AILaw 85 65 0 25 Nov 2022
A Survey on Preserving Fairness Guarantees in Changing Environments Ainhize Barrainkua Paula Gordaliza Jose A. Lozano Novi Quadrianto FaML 77 3 0 14 Nov 2022
Artificial intelligence in government: Concepts, standards, and a unified framework Vince J. Straub Deborah Morgan Jonathan Bright Helen Z. Margetts AI4TS 75 36 0 31 Oct 2022
Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 106 164 0 31 Aug 2022
Modelling the long-term fairness dynamics of data-driven targeted help on job seekers S. Scher Simone Kopeinik A. Trugler Dominik Kowald 145 9 0 17 Aug 2022
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias Bhavya Ghai Klaus Mueller 82 41 0 10 Aug 2022
Bias and Fairness in Computer Vision Applications of the Criminal Justice System Sophie Noiret J. Lumetzberger M. Kampel FaML 49 7 0 05 Aug 2022
Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law Thierry Kirat Olivia Tambou Virginie Do A. Tsoukiás FaML 52 15 0 14 May 2022
Towards Involving End-users in Interactive Human-in-the-loop AI Fairness Yuri Nakao Simone Stumpf Subeida Ahmed A. Naseer Lorenzo Strappelli 58 32 0 22 Apr 2022
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus Matthäus Kleindessner K. Kenthapadi Francesco Locatello Chris Russell 91 12 0 09 Apr 2022
System Cards for AI-Based Decision-Making for Public Policy Furkan Gursoy I. Kakadiaris MLAU 71 16 0 01 Mar 2022
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the Cloud Michaela Hardt Xiaoguang Chen Xiaoyi Cheng Michele Donini J. Gelman ... Muhammad Bilal Zafar Sanjiv Ranjan Das Kevin Haas Tyler Hill K. Kenthapadi ELM FaML 80 42 0 07 Sep 2021
Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions Eike Petersen Yannik Potdevin Esfandiar Mohammadi Stephan Zidowitz Sabrina Breyer ... Sandra Henn Ludwig Pechmann M. Leucker P. Rostalski Christian Herzog FaML AILaw OOD 102 23 0 20 Jul 2021
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study Amitoj Singh Jingshu Chen Lihao Zhang A. Rasekh Ilana Golbin Anand Srinivasa Rao 35 1 0 19 Jul 2021
Robust Classification via Support Vector Machines Vali Asimit I. Kyriakou Simone Santoni Salvatore Scognamiglio Rui Zhu AAML OOD 21 3 0 27 Apr 2021
BeFair: Addressing Fairness in the Banking Sector Alessandro Castelnovo Riccardo Crupi Giulia Del Gamba Greta Greco A. Naseer D. Regoli Beatriz San Miguel González FaML 48 16 0 03 Feb 2021
Beyond Privacy Trade-offs with Structured Transparency Andrew Trask Emma Bluemke Teddy Collins Ben Garfinkel Eric Drexler Claudia Ghezzou Cuervas-Mons Iason Gabriel Allan Dafoe William S. Isaac 21 0 0 15 Dec 2020
Fair Machine Learning Under Partial Compliance Jessica Dai S. Fazelpour Zachary Chase Lipton 53 11 0 07 Nov 2020