Emily Black

Model Multiplicity: Opportunities, Concerns, and Solutions

Emily Black, Manish Raghavan, Solon Barocas · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 63 citations · Full text

Engineering, Bias, Management +18

Susceptibility to traumatic stress sensitizes the dopaminergic response to cocaine and increases motivation for cocaine

Zachary D. Brodnik, Emily Black, Meagan J. Clark et al. · Neuropharmacology · 2017 · 52 citations · Full text

Substance Abuse, Stress Hormone, Psychiatry +11

Leave-one-out Unfairness

Emily Black, Matt Fredrikson · 2021 · 23 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models

Emily Black, Hadi Elzayn, Alexandra Chouldechova et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 19 citations · Full text

Machine Learning, Corporate Tax, Flexible Machine Learning +23

Accelerated development of cocaine-associated dopamine transients and cocaine use vulnerability following traumatic stress

Zachary D. Brodnik, Emily Black, Rodrigo A. España · Neuropsychopharmacology · 2019 · 18 citations · Full text

Substance Abuse, Accelerated Development, Substance Use +15