Samuel Dooley
Samuel Dooley
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xview: Objects in context in overhead imagery
D Lam, R Kuzma, K McGee, S Dooley, M Laielli, M Klaric, Y Bulatov, ...
arXiv preprint arXiv:1802.07856, 2018
Fairness through robustness: Investigating robustness disparity in deep learning
V Nanda, S Dooley, S Singla, S Feizi, JP Dickerson
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning
K Kuo, A Ostuni, E Horishny, MJ Curry, S Dooley, P Chiang, T Goldstein, ...
arXiv preprint arXiv:2010.06398, 2020
Preferencenet: Encoding human preferences in auction design with deep learning
N Peri, M Curry, S Dooley, J Dickerson
Advances in Neural Information Processing Systems 34, 17532-17542, 2021
Robustness disparities in commercial face detection
S Dooley, T Goldstein, JP Dickerson
arXiv preprint arXiv:2108.12508, 2021
Overhead Detection: Beyond 8-bits and RGB
E Mace, K Manville, M Barbu-McInnis, M Laielli, M Klaric, S Dooley
arXiv preprint arXiv:1808.02443, 2018
Field Evidence of the Effects of Privacy, Data Transparency, and Pro-social Appeals on COVID-19 App Attractiveness
S Dooley, D Turjeman, JP Dickerson, EM Redmiles
CHI Conference on Human Factors in Computing Systems, 1-21, 2022
Comparing Human and Machine Bias in Face Recognition
S Dooley, R Downing, G Wei, N Shankar, B Thymes, G Thorkelsdottir, ...
arXiv preprint arXiv:2110.08396, 2021
Are Commercial Face Detection Models as Biased as Academic Models?
S Dooley, GZ Wei, T Goldstein, JP Dickerson
arXiv preprint arXiv:2201.10047, 2022
Can an Algorithm Be My Healthcare Proxy?
DC McElfresh, S Dooley, Y Cui, K Griesman, W Wang, T Will, N Sehgal, ...
Explainable AI in Healthcare and Medicine, 313-319, 2021
The Affiliate Matching Problem: On Labor Markets where Firms are Also Interested in the Placement of Previous Workers
S Dooley, JP Dickerson
arXiv preprint arXiv:2009.11867, 2020
A Deep Dive into Dataset Imbalance and Bias in Face Identification
V Cherepanova, S Reich, S Dooley, H Souri, M Goldblum, T Goldstein
arXiv preprint arXiv:2203.08235, 2022
Topological Data Analysis for Word Sense Disambiguation
M Rawson, S Dooley, M Bharadwaj, R Choudhary
arXiv preprint arXiv:2203.00565, 2022
The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations
M Knittel, S Dooley, JP Dickerson
arXiv preprint arXiv:2202.11095, 2022
Ctrl-Shift: How Privacy Sentiment Changed from 2019 to 2021
A Goetzen, S Dooley, EM Redmiles
arXiv preprint arXiv:2110.09437, 2021
Librariesą Approaches to the Security of Public Computers
S Dooley, M Rosenberg, E Sloate, S Shin, M Mazurek
Symposium on Usable Privacy and Security (SOUPS), 5th Workshop on Inclusive …, 2020
Robustness Disparities in Face Detection
S Dooley, GZ Wei, T Goldstein, JP Dickerson
Are Commercial Face Detection Models as Biased as Academic Models? Download PDF
S Dooley, GZ Wei, T Goldstein, JP Dickerson
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