David R. Williams and Ronald Wyatt. Racial bias in health care and health. JAMA, 314(6):555, August 2015. doi: 10.1001/jama.2015.9260. URL https://doi.org/10.1001/jama.2015.9260.
Kevin Fiscella and Mechelle R. Sanders. Racial and ethnic disparities in the quality of health care. Annual Review of Public Health, 37(1):375-394, March 2016. doi: 10.1146/annurev-publhealth-032315-021439. URL https://doi.org/10.1146/annurev-publhealth-032315-021439.
Ian Goodfellow, Jonathon Shlens, and Christian Szegedy. Explaining and harnessing adversarial examples. arXiv 1412.6572, 12 2014. URL https://arxiv.org/abs/1412.6572.
Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, S. Buch, D. Card, Rodrigo Castellon, Niladri S. Chatterji, Annie Chen, Kathleen Creel, Jared Davis, Dora Demszky, Chris Donahue, Moussa Doumbouya, Esin Durmus, Stefano Ermon, John Etchemendy, Kawin Ethayarajh, Li Fei-Fei, Chelsea Finn, Trevor Gale, Lauren E. Gillespie, Karan Goel, Noah D. Goodman, Shelby Grossman, Neel Guha, Tatsunori Hashimoto, Peter Henderson, John Hewitt, Daniel E. Ho, Jenny Hong, Kyle Hsu, Jing Huang, Thomas F. Icard, Saehil Jain, Dan Jurafsky, Pratyusha Kalluri, Siddharth Karamcheti, Geoff Keeling, Fereshte Khani, O. Khattab, Pang Wei Koh, Mark S. Krass, Ranjay Krishna, Rohith Kuditipudi, Ananya Kumar, Faisal Ladhak, Mina Lee, Tony Lee, Jure Leskovec, Isabelle Levent, Xiang Lisa Li, Xuechen Li, Tengyu Ma, Ali Malik, Christopher D. Manning, Suvir P. Mirchandani, Eric Mitchell, Zanele Munyikwa, Suraj Nair, Avanika Narayan, Deepak Narayanan, Ben Newman, Allen Nie, Juan Carlos Niebles, Hamed Nilforoshan, J. F. Nyarko, Giray Ogut, Laurel Orr, Isabel Papadimitriou, Joon Sung Park, Chris Piech, Eva Portelance, Christopher Potts, Aditi Raghunathan, Robert Reich, Hongyu Ren, Frieda Rong, Yusuf H. Roohani, Camilo Ruiz, Jackson K. Ryan, Christopher R'e, Dorsa Sadigh, Shiori Sagawa, Keshav Santhanam, Andy Shih, Krishna Parasuram Srinivasan, Alex Tamkin, Rohan Taori, Armin W. Thomas, Florian Tramer Rose E. Wang, William Wang, Bohan Wu, Jiajun Wu, Yuhuai Wu, Sang Michael Xie, Michihiro Yasunaga, Jiaxuan You, Matei A. Zaharia, Michael Zhang, Tianyi Zhang, Xikun Zhang, Yuhui Zhang, Lucia Zheng, Kaitlyn Zhou, and Percy Liang. On the opportunities and risks of foundation models. ArXiv, abs/2108.07258, 2021. URL https://crfm.stanford.edu/assets/report.pdf.
Rishi Bommasani, Dilara Soylu, Thomas I Liao, Kathleen A Creel, and Percy Liang. Ecosystem graphs: The social footprint of foundation models. arXiv preprint arXiv:2303.15772, 2023. URL https://arxiv.org/abs/2303.15772.
Aleksander Madry. Advances in ai: Are we ready for a tech revolution? Cybersecurity, Information Technology, and Government Innovation Subcommittee, 2023. URL https://oversight.house.gov/wp-content/uploads/2023/03/madry_written_statement100.pdf.
Paul Voigt and Axel von dem Bussche. The eu general data protection regulation (gdpr). 2017. URL https://link.springer.com/book/10.1007/978-3-319-57959-7.
Sarah H Cen and Manish Raghavan. The right to be an exception to a data-driven rule. 2023. URL https://arxiv.org/abs/2212.13995.
Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, and Zhengyou Zhang. Training deep networks for facial expression recognition with crowd-sourced label distribution. CoRR, abs/1608.01041, 2016. URL http://arxiv.org/abs/1608.01041.
Lisa Feldman Barrett, Ralph Adolphs, Stacy Marsella, Aleix M. Martinez, and Seth D. Pollak. Emotional expressions reconsidered: Challenges to inferring emotion from human facial movements. Psychological Science in the Public Interest, 20(1):1-68, 2019. doi: 10.1177/1529100619832930. URL https://doi.org/10.1177/1529100619832930. PMID: 31313636.
Tuan Le Mau, Katie Hoemann, Sam H. Lyons, Jennifer M. B. Fugate, Emery N. Brown, Maria Gendron, and Lisa Feldman Barrett. Professional actors demonstrate variability, not stereotypical expressions, when portraying emotional states in photographs. Nature Communications, 12 (1), August 2021. doi: 10.1038/s41467-021-25352-6. URL https://doi.org/10.1038/s41467-021-25352-6.