Samuel Dooley

Medicine · Health Sciences

22h-index4.7kcitations88works3.72yr avg
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Research Topics

Tuberculosis Research and Epidemiology(17), HIV/AIDS Research and Interventions(13), Adolescent Sexual and Reproductive Health(9), HIV, Drug Use, Sexual Risk(9), Mycobacterium research and diagnosis(7)

Publications88 total

Transformers Boost the Performance of Decision Trees on Tabular Data across Sample Sizes
arXiv (Cornell University)·2025Open Access
Style Outweighs Substance: Failure Modes of LLM Judges in Alignment Benchmarking
arXiv (Cornell University)·2024· 1 citedOpen Access
LiveBench: A Challenging, Contamination-Limited LLM Benchmark
arXiv (Cornell University)·2024· 15 citedOpen Access
Large Language Models Must Be Taught to Know What They Don't Know
arXiv (Cornell University)·2024· 2 citedOpen Access
Multi-objective Differentiable Neural Architecture Search
arXiv (Cornell University)·2024· 2 citedOpen Access
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive
arXiv (Cornell University)·2024· 6 citedOpen Access
Large Language Models Must Be Taught to Know What They Don’t Know
2024
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting
arXiv (Cornell University)·2023· 7 citedOpen Access
Fairer and More Accurate Tabular Models Through NAS
arXiv (Cornell University)·2023Open Access
Data Contamination Through the Lens of Time
arXiv (Cornell University)·2023· 3 citedOpen Access
Giraffe: Adventures in Expanding Context Lengths in LLMs
arXiv (Cornell University)·2023· 5 citedOpen Access
A Deep Dive into Dataset Imbalance and Bias in Face Identification
2023Open Access
Robustness Disparities in Face Detection
arXiv (Cornell University)·2022· 2 citedOpen Access
How Technology Impacts and Compares to Humans in Socially Consequential Arenas
arXiv (Cornell University)·2022Open Access
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition
arXiv (Cornell University)·2022· 11 citedOpen Access
Ctrl-Shift: How Privacy Sentiment Changed from 2019 to 2021
Proceedings on Privacy Enhancing Technologies·2022· 7 citedOpen Access
The Dichotomous Affiliate Stable Matching Problem: Approval-Based Matching with Applicant-Employer Relations
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022· 2 citedOpen Access
Field Evidence of the Effects of Privacy, Data Transparency, and Pro-social Appeals on COVID-19 App Attractiveness
CHI Conference on Human Factors in Computing Systems·2022· 15 citedOpen Access
A Deep Dive into Dataset Imbalance and Bias in Face Identification
arXiv (Cornell University)·2022· 1 citedOpen Access
Topological Data Analysis for Word Sense Disambiguation
arXiv (Cornell University)·2022· 1 citedOpen Access
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Frequent Co-authors

John P. Dickerson(8), J O Kilburn(4), Jack T. Crawford(4), Kenneth G. Castro(4), William R. Jarvis(4), George T. DiFerdinando(4), Robin M. Ikeda(4), Tom Goldstein(4), Manley Roberts(4), Siddartha Naidu(4), Thomas R. Frieden(3), George M. Cauthen(3), John Jereb(3), Matthew Hogben(3), Sarah E. Valway(3), Guthrie S. Birkhead(3), Donald L. Bornstein(3), George P. Kubica(3), Dale L. Morse(3), Arka Pal(3)