- 2021
- Junaid Ali, Preethi Lahoti, Krishna P. Gummadi:
Accounting for Model Uncertainty in Algorithmic Discrimination. AIES 2021: 336-345 - Meghana Kshirsagar, Caleb Robinson, Siyu Yang, Shahrzad Gholami, Ivan S. Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres:
Becoming Good at AI for Good. AIES 2021: 664-673 - Shubham Sharma, Alan H. Gee, David Paydarfar, Joydeep Ghosh:
FaiR-N: Fair and Robust Neural Networks for Structured Data. AIES 2021: 946-955 - Mohamed Abdalla, Moustafa Abdalla:
The Grey Hoodie Project: Big Tobacco, Big Tech, and the Threat on Academic Integrity. AIES 2021: 287-297 - Abubakar Abid, Maheen Farooqi, James Zou:
Persistent Anti-Muslim Bias in Large Language Models. AIES 2021: 298-306 - Daniel E. Acuna, Lizhen Liang:
Are AI Ethics Conferences Different and More Diverse Compared to Traditional Computer Science Conferences? AIES 2021: 307-315 - Michael Anis Mihdi Afnan, Cynthia Rudin, Vincent Conitzer, Julian Savulescu, Abhishek Mishra, Yanhe Liu, Masoud Afnan:
Ethical Implementation of Artificial Intelligence to Select Embryos in In Vitro Fertilization. AIES 2021: 316-326 - Osman Aka, Ken Burke, Alex Bäuerle, Christina Greer, Margaret Mitchell:
Measuring Model Biases in the Absence of Ground Truth. AIES 2021: 327-335 - Michiel A. Bakker, Duy Patrick Tu, Krishna P. Gummadi, Alex 'Sandy' Pentland, Kush R. Varshney, Adrian Weller:
Beyond Reasonable Doubt: Improving Fairness in Budget-Constrained Decision Making using Confidence Thresholds. AIES 2021: 346-356 - Pinar Barlas, Kyriakos Kyriakou, Styliani Kleanthous, Jahna Otterbacher:
Person, Human, Neither: The Dehumanization Potential of Automated Image Tagging. AIES 2021: 357-367 - Solon Barocas, Anhong Guo, Ece Kamar, Jacquelyn Krones, Meredith Ringel Morris, Jennifer Wortman Vaughan, W. Duncan Wadsworth, Hanna M. Wallach:
Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs. AIES 2021: 368-378 - Clara Belitz, Lan Jiang, Nigel Bosch:
Automating Procedurally Fair Feature Selection in Machine Learning. AIES 2021: 379-389 - Sebastian Benthall, Jake Goldenfein:
Artificial Intelligence and the Purpose of Social Systems. AIES 2021: 3-12 - Umang Bhatt, Javier Antorán, Yunfeng Zhang, Q. Vera Liao, Prasanna Sattigeri, Riccardo Fogliato, Gabrielle Gauthier Melançon, Ranganath Krishnan, Jason Stanley, Omesh Tickoo, Lama Nachman, Rumi Chunara, Madhulika Srikumar, Adrian Weller, Alice Xiang:
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty. AIES 2021: 401-413 - Arpita Biswas, Suvam Mukherjee:
Ensuring Fairness under Prior Probability Shifts. AIES 2021: 414-424 - Elizabeth Bondi, Lily Xu, Diana Acosta-Navas, Jackson A. Killian:
Envisioning Communities: A Participatory Approach Towards AI for Social Good. AIES 2021: 425-436 - Patrick Butlin:
AI Alignment and Human Reward. AIES 2021: 437-445 - Clinton Castro, David O'Brien, Ben Schwan:
Fairness and Machine Fairness. AIES 2021: 446 - Rémy Chaput, Jérémy Duval, Olivier Boissier, Mathieu Guillermin, Salima Hassas:
A Multi-Agent Approach to Combine Reasoning and Learning for an Ethical Behavior. AIES 2021: 13-23 - Yan Chen, Christopher Mahoney, Isabella Grasso, Esma Wali, Abigail Matthews, Thomas Middleton, Mariama Njie, Jeanna N. Matthews:
Gender Bias and Under-Representation in Natural Language Processing Across Human Languages. AIES 2021: 24-34 - Nicole Chi, Emma Lurie, Deirdre K. Mulligan:
Reconfiguring Diversity and Inclusion for AI Ethics. AIES 2021: 447-457 - Alex Chohlas-Wood, Joe Nudell, Keniel Yao, Zhiyuan (Jerry) Lin, Julian Nyarko, Sharad Goel:
Blind Justice: Algorithmically Masking Race in Charging Decisions. AIES 2021: 35-45 - A. Feder Cooper, Ellen Abrams, Na Na:
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research. AIES 2021: 46-54 - Jessica Dai, Sina Fazelpour, Zachary C. Lipton:
Fair Machine Learning Under Partial Compliance. AIES 2021: 55-65 - Daniel Ben David, Yehezkel S. Resheff, Talia Tron:
Explainable AI and Adoption of Financial Algorithmic Advisors: An Experimental Study. AIES 2021: 390-400 - Emily Diana, Wesley Gill, Michael Kearns, Krishnaram Kenthapadi, Aaron Roth:
Minimax Group Fairness: Algorithms and Experiments. AIES 2021: 66-76 - Joseph Donia, Jay Shaw:
Co-design and Ethical Artificial Intelligence for Health: Myths and Misconceptions. AIES 2021: 77 - Severin Engelmann, Mo Chen, Lorenz Dang, Jens Grossklags:
Blacklists and Redlists in the Chinese Social Credit System: Diversity, Flexibility, and Comprehensiveness. AIES 2021: 78-88 - Alessandro Fabris, Alan Mishler, Stefano Gottardi, Mattia Carletti, Matteo Daicampi, Gian Antonio Susto, Gianmaria Silvello:
Algorithmic Audit of Italian Car Insurance: Evidence of Unfairness in Access and Pricing. AIES 2021: 458-468 - Clàudia Figueras, Harko Verhagen, Teresa Cerratto Pargman:
Trustworthy AI for the People? AIES 2021: 269-270