Samuel Dooley
University of Maryland
H-index: 8
North America-United States
Top articles of Samuel Dooley
Calibration-Tuning: Teaching Large Language Models to Know What They Don’t Know
2024/3
Multi-objective Differentiable Neural Architecture Search
arXiv preprint arXiv:2402.18213
2024/2/28
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive
arXiv preprint arXiv:2402.13228
2024/2/20
Arka Pal
H-Index: 1
Samuel Dooley
H-Index: 2
Rethinking bias mitigation: Fairer architectures make for fairer face recognition
Advances in Neural Information Processing Systems
2024/2/13
{ How} Library {IT} Staff Navigate Privacy and Security Challenges and Responsibilities
2023
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
Thirty-seventh Conference on Neural Information Processing Systems
2023/11/3
Samuel Dooley
H-Index: 2
Fairer and More Accurate Tabular Models Through NAS
arXiv preprint arXiv:2310.12145
2023/10/18
Samuel Dooley
H-Index: 2
To the Cutoff... and Beyond? A Longitudinal Perspective on LLM Data Contamination
2023/10/13
Christine Herlihy
H-Index: 2
Samuel Dooley
H-Index: 2
Giraffe: Adventures in expanding context lengths in llms
arXiv preprint arXiv:2308.10882
2023/8/21
Arka Pal
H-Index: 1
Samuel Dooley
H-Index: 2
Expanding Robustness in Responsible AI for Novel Bias Mitigation
2023
Samuel Dooley
H-Index: 2
Robustness disparities in face detection
Advances in Neural Information Processing Systems
2022/12/6
Samuel Dooley
H-Index: 2
Tom Goldstein
H-Index: 35
How Technology Impacts and Compares to Humans in Socially Consequential Arenas
arXiv preprint arXiv:2211.03554
2022/11/2
Samuel Dooley
H-Index: 2
Field evidence of the effects of privacy, data transparency, and pro-social appeals on COVID-19 app attractiveness
2022/4/29
Samuel Dooley
H-Index: 2
Topological data analysis for word sense disambiguation
arXiv preprint arXiv:2203.00565
2022/3/1
Samuel Dooley
H-Index: 2
The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations
arXiv preprint arXiv:2202.11095
2022/2/22
Samuel Dooley
H-Index: 2
Are commercial face detection models as biased as academic models?
arXiv preprint arXiv:2201.10047
2022/1/25
Samuel Dooley
H-Index: 2
Tom Goldstein
H-Index: 35
Preferencenet: Encoding human preferences in auction design with deep learning
Advances in Neural Information Processing Systems
2021/12/6
Ctrl-Shift: How privacy sentiment changed from 2019 to 2021
arXiv preprint arXiv:2110.09437
2021/10/18
Samuel Dooley
H-Index: 2
Comparing human and machine bias in face recognition
arXiv preprint arXiv:2110.08396
2021/10/15
Samuel Dooley
H-Index: 2
Valeriia Cherepanova
H-Index: 4
Micah Goldblum
H-Index: 6
Tom Goldstein
H-Index: 35
Fairness through robustness: Investigating robustness disparity in deep learning
2021/3/3
