[1] Hana Ajakan, Pascal Germain, Hugo Larochelle, François Laviolette, and Mario Marchand. Domain-adversarial neural networks. arXiv preprint arXiv:1412.4446, 2014.
[2] David Alvarez-Melis and Nicolo Fusi. Geometric dataset distances via optimal transport. Advances in Neural Information Processing Systems, 33:21428-21439, 2020.
[3] American Heart Association. The Facts About High Blood Pressure. https://www.heart.org/en/health-topics/high-blood-pressure/the-facts-about-high-blood-pressure, 2017. Accessed: 2023-01-06.
[4] American Heart Association. Health Threats from High Blood Pressure. https://www.heart.org/en/health-topics/high-blood-pressure/health-threats-from-high-blood-pressure, 2022. Accessed: 2023-01-06.
[5] American National Election Studies (ANES). ANES Time Series Cumulative Data File, 1948-2020, 2020.
[6] Martin Arjovsky, Léon Bottou, Ishaan Gulrajani, and David Lopez-Paz. Invariant risk minimization. arXiv preprint arXiv:1907.02893, 2019.
[7] American Diabetes Association. Economic costs of diabetes in the us in 2017. Diabetes care, 41(5):917-928, 2018.
[8] Algernon Austin. A good credit score did not protect latino and black borrowers. 2012.
[9] Anas Awadalla, Mitchell Wortsman, Gabriel Ilharco, Sewon Min, Ian Magnusson, Hannaneh Hajishirzi, and Ludwig Schmidt. Exploring the landscape of distributional robustness for question answering models. arXiv preprint arXiv:2210.12517, 2022.
[10] Clare Bambra and Terje A Eikemo. Welfare state regimes, unemployment and health: a comparative study of the relationship between unemployment and self-reported health in 23 European countries. Journal of Epidemiology & Community Health, 63(2):92-98, 2009.
[11] Michelle Bao, Angela Zhou, Samantha Zottola, Brian Brubach, Sarah Desmarais, Aaron Horowitz, Kristian Lum, and Suresh Venkatasubramanian. It's compulsicated: The messy relationship between rai datasets and algorithmic fairness benchmarks. arXiv preprint arXiv:2106.05498, 2021.
[12] Matias Barenstein. Propublica's compas data revisited. arXiv preprint arXiv:1906.04711, 2019.
[13] James Bergstra, Daniel Yamins, and David Cox. Making a science of model search: Hyperparameter optimization in hundreds of dimensions for vision architectures. In International conference on machine learning, pages 115-123. PMLR, 2013.
[14] Tony A Blakely, Sunny CD Collings, and June Atkinson. Unemployment and suicide. evidence for a causal association? Journal of Epidemiology & Community Health, 57(8):594-600, 2003.
[15] Vadim Borisov, Tobias Leemann, Kathrin Seßler, Johannes Haug, Martin Pawelczyk, and Gjergji Kasneci. Deep neural networks and tabular data: A survey. arXiv preprint arXiv:2110.01889, 2021.
[16] N Cable, A Sacker, and M Bartley. The effect of employment on psychological health in mid-adulthood: findings from the 1970 British cohort study. Journal of Epidemiology & Community Health, 62(5):e10–e10, 2008.
[17] Centers for Disease Control and Prevention. National Diabetes Statistics Report. https://www.cdc.gov/diabetes/data/statistics-report/index.html, 2022. Accessed: 2023-01-05.
[18] Centers for Disease Control and Prevention (CDC). National Health and Nutrition Examination Survey Questionnaire, Examination Protocol, and Laboratory Protocol (1999, 2001, 2003, 2005, 2007, 2009, 2011, 2013, 2015, 2017), 2017.
[19] Centers for Disease Control and Prevention (CDC). BRFSS Survey Data (2015, 2017, 2019, 2021), 2021.
[20] Tianqi Chen and Carlos Guestrin. Xgboost: A scalable tree boosting system. In Proceedings of the 22nd acm SIGkdd international conference on knowledge discovery and data mining, pages 785-794, 2016.