Alice Xiang
Alice Xiang
Senior Research Scientist (AI Ethics Lead), Sony AI
Потвърден имейл адрес: - Начална страница
Explainable machine learning in deployment
U Bhatt, A Xiang, S Sharma, A Weller, A Taly, Y Jia, J Ghosh, R Puri, ...
Proceedings of the 2020 Conference on Fairness, Accountability, and …, 2020
On the legal compatibility of fairness definitions
A Xiang, ID Raji
arXiv preprint arXiv:1912.00761, 2019
What We Can't Measure, We Can't Understand: Challenges to Demographic Data Procurement in the Pursuit of Fairness
MK Andrus, E Spitzer, J Brown, A Xiang
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
Machine learning explainability for external stakeholders
U Bhatt, MK Andrus, A Weller, A Xiang
arXiv preprint arXiv:2007.05408, 2020
Uncertainty as a form of transparency: Measuring, communicating, and using uncertainty
U Bhatt, J Antorán, Y Zhang, QV Liao, P Sattigeri, R Fogliato, G Melançon, ...
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 401-413, 2021
Reconciling Legal and Technical Approaches to Algorithmic Bias
A Xiang
Tennessee Law Review 88 (3), 2021, 2020
Unlocking the potential of art investment vehicles
A Xiang
Yale LJ 127, 1698, 2017
Assessing the potential impact of a nationwide class-based affirmative action system
A Xiang, DB Rubin
Statistical Science, 297-327, 2015
Affirmative Algorithms: The Legal Grounds for Fairness as Awareness
DE Ho, A Xiang
U. Chi. L. Rev. Online, 134, 2020
On the Validity of Arrest as a Proxy for Offense: Race and the Likelihood of Arrest for Violent Crimes
R Fogliato, A Xiang, Z Lipton, D Nagin, A Chouldechova
arXiv preprint arXiv:2105.04953, 2021
A Multistakeholder Approach Towards Evaluating AI Transparency Mechanisms
A Lucic, M Srikumar, U Bhatt, A Xiang, A Taly, QV Liao, M de Rijke
arXiv preprint arXiv:2103.14976, 2021
Effects of Uncertainty on the Quality of Feature Importance Explanations
T Shaikhina, U Bhatt, R Zhang, K Georgatzis, A Xiang, A Weller
Race and the Likelihood of Arrest for Violent Crimes
R Fogliato, A Xiang, Z Lipton, D Nagin, A Chouldechova
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