Concepedia

Alexander D’Amour

AD

22

Publications

2.4K

Citations

18

H-Index

2008

Active since

Affiliations

Google (United States)(Current)

University of California, Berkeley

University of Chicago

Harvard University

Harvard University Press

Alexander D’Amour is an author at Google (United States) specializing in engineering, data science, and statistics.

Top concepts

EngineeringStatisticsData ScienceMachine LearningCausal InferencePublic HealthComputer SciencePredictive AnalyticsStatistical InferenceBusiness

Publications per year

2008–2023

22

Publications

22

Disambiguation and co-authorship networks of the U.S. patent inventor database (1975–2010)

Guancheng Li, Ronald Lai, Alexander D’Amour et al. · Research Policy · 2014 · 523 citations

Engineering, Information Retrieval, Data Science +9

Algorithmic Fairness: Choices, Assumptions, and Definitions

Shira Mitchell, Eric Potash, Solon Barocas et al. · Annual Review of Statistics and Its Application · 2020 · 521 citations · Full text

Underspecification Presents Challenges for Credibility in Modern Machine Learning

Alexander D’Amour, Katherine Heller, Dan Moldovan et al. · arXiv (Cornell University) · 2020 · 430 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Fairness is not static

Alexander D’Amour, Hansa Srinivasan, James Atwood et al. · 2020 · 154 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Overlap in observational studies with high-dimensional covariates

Alexander D’Amour, Peng Ding, Avi Feller et al. · Journal of Econometrics · 2020 · 109 citations · Full text

Covariate Overlap, Treatment Effect, Causal Inference +17

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