Alexander D’Amour

Google (United States) — United States

Decision Sciences · Social Sciences

20h-index2.7kcitations233works2.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

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Research Topics

scientometrics and bibliometrics research(57), Academic Publishing and Open Access(23), Advanced Causal Inference Techniques(20), Private Equity and Venture Capital(15), Statistical Methods and Inference(14)

Publications233 total

Advancing evaluation of AI systems when humans make the decisions
Proceedings of the National Academy of Sciences·2025Open Access
Bias in Language Models: Beyond Trick Tests and Towards RUTEd Evaluation
2025· 1 citedOpen Access
When Can Proxies Improve the Sample Complexity of Preference Learning?
arXiv (Cornell University)·2024Open Access
Choosing a Proxy Metric from Past Experiments
2024· 5 citedOpen Access
Mind the Graph When Balancing Data for Fairness or Robustness
arXiv (Cornell University)·2024· 1 citedOpen Access
A Causal Perspective on Label Bias
2024Open Access
The Impossibility of Fair LLMs
arXiv (Cornell University)·2024· 7 citedOpen Access
Proxy Methods for Domain Adaptation
arXiv (Cornell University)·2024Open Access
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
arXiv (Cornell University)·2024· 2 citedOpen Access
Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation
arXiv (Cornell University)·2024· 2 citedOpen Access
Predictive Churn with the Set of Good Models
arXiv (Cornell University)·2024· 1 citedOpen Access
An intentional approach to managing bias in general purpose embedding models
The Lancet Digital Health·2024· 17 citedOpen Access
Theoretical guarantees on the best-of-n alignment policy
arXiv (Cornell University)·2024· 1 citedOpen Access
Mind the Graph When Balancing Data for Fairness or Robustness
2024
Choosing a Proxy Metric from Past Experiments
arXiv (Cornell University)·2023Open Access
Anti-SARS-CoV-2 (COVID-19) vaccination efficacy in patients with severe neuromuscular diseases
Revue Neurologique·2023· 4 cited
Sensitivity to Unobserved Confounding in Studies with Factor-Structured Outcomes
Journal of the American Statistical Association·2023· 2 citedOpen Access
Kaleidoscope: Semantically-grounded, context-specific ML model evaluation
2023· 11 citedOpen Access
When does Privileged Information Explain Away Label Noise?
arXiv (Cornell University)·2023Open Access
Sensitivity to Unobserved Confounding in Studies with Factor-Structured Outcomes
Figshare·2023Open Access
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Frequent Co-authors

Steve Yadlowsky(8), Alexander Franks(7), Kristian Lum(5), Jacob Eisenstein(5), Avi Feller(5), Lee Fleming(4), Victor Veitch(4), D. Sculley(4), Ronald Lai(3), Dan Moldovan(3), Alan Karthikesalingam(3), Cory Y. McLean(3), Jessica Schrouff(3), Taedong Yun(3), Xiaohua Zhai(3), Yoni Halpern(3), Andrew C. Miller(3), Nicholas J. Foti(3), Ibrahim Alabdulmohsin(3), M. Sandler(3)