Publications

20221

Surbhi Rathore and Sarah M. Brown. Information theoretic framework for evaluation of task level fairness. In 1st ACM SIGKDD Workshop on Ethical Artificial Intelligence: Methods and Applications. 2022.

20211

Sophia T. Dasch, Vincent Rice, Venkat R. Lakshminarayanan, Taiwo Togu, C Malik Boykin, and Sarah M. Brown. Opportunities for a More Interdisciplinary Approach to Perceptions of Fairness in Machine Learning. inaugural ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization., October 2021. doi:10.1145/3465416.3483302.

20201

Jessica Dai and Sarah M Brown. Label Bias, Label Shift: Fair Machine Learning with Unreliable Labels. In Workshop on Consequential Decisions in Dynamic Environments NeurIPS 2020. December 2020.

20202

Sophia T. Dasch, Vincent Rice, Venkat R. Lakshminarayanan, Taiwo Togu, C Malik Boykin, and Sarah M. Brown. Opportunities for a More Interdisciplinary Approach to Perceptions of Fairness in Machine Learning. In NeurIPS 2020 Workshop: ML Retrospectives, Surveys & Meta-Analyses. December 2020.

20203

Kweku Kwekir-Aggrey and Sarah M Brown. Measuring Bias with Wasserstein Distance. In NeurIPS 2020 Workshop on Workshop on Dataset Curation and Security. virtual, December 2020.

20181

Chenguang Xu, Sarah M Brown, and Christan Grant. Detecting Simpson's Paradox. AAAI FLAIRS 31, 2018.

20151

Sarah M Brown, Andrea Webb, Rami S Mangoubi, and Jennifer G Dy. A Sparse Combined Regression-Classification Formulation for Learning a Physiological Alternative to Clinical Post-Traumatic Stress Disorder Scores. In Association for the Advancement of Artificial Intelleigence 2015. Austin, TX, 2015.

20131

S.M. Sarah M Brown and Mario M.A. Hulett. Variety of Community Partnerships in Related Programs. In American Society for Engineering Education0. Atlanta, GA, 2013.

20111

S.M. Sarah M Brown and L.D. Lauren D Thomas. Technical Outreach Community Help : Initial Results. In American Society for Engineering Education. 2011.

20101

Lauren D (Virginia Tech) Thomas, Michael (National Society of Black Engineers) Smith, and Sarah Brown. Technical Outreach Community Help : An Engineering Outreach-Mentoring Program For Minorities. In American Society for Engineering Education, volume 7. 2010.