Sotabase

Career

· Adjunct Associate Professor of Information Science, Cornell University2017–
· Faculty Associate, Harvard University
· Postdoctoral Researcher, Microsoft Research
· Principal Researcher, Microsoft Research
· Visiting Scholar, New York University
· Postdoctoral Researcher, Princeton University
· Affiliated Fellow, Yale Law School

Publications (91)

Big Data's Disparate Impact
2016
2,835
cited
Language (Technology) is Power: A Critical Survey of “Bias” in NLP
Annual Meeting of the Association for Computational Linguistics · 2020
1,525
cited
Mitigating bias in algorithmic hiring: evaluating claims and practices
FAT* · 2019
670
cited
Fairness and Machine Learning Limitations and Opportunities
2018
534
cited
Algorithmic Fairness: Choices, Assumptions, and Definitions
Annual Review of Statistics and Its Application · 2021
531
cited
Adnostic: Privacy Preserving Targeted Advertising
Network and Distributed System Security Symposium · 2010
358
cited
The Intuitive Appeal of Explainable Machines
2018
351
cited
Ten simple rules for responsible big data research
PLoS Comput. Biol. · 2017
300
cited
Big Data’s End Run around Anonymity and Consent
Book of Anonymity · 2014
253
cited
Problem Formulation and Fairness
FAT · 2019
241
cited
Roles for computing in social change
FAT* · 2019
236
cited
The hidden assumptions behind counterfactual explanations and principal reasons
FAT* · 2019
236
cited
Prediction-Based Decisions and Fairness: A Catalogue of Choices, Assumptions, and Definitions
2018
174
cited
Discriminating Tastes: Uber's Customer Ratings as Vehicles for Workplace Discrimination
2017
158
cited
Model Multiplicity: Opportunities, Concerns, and Solutions
Conference on Fairness, Accountability and Transparency · 2022
145
cited
Big data's end run around procedural privacy protections
Communications of the ACM · 2014
125
cited
Governing Algorithms: A Provocation Piece
2013
112
cited
On Notice: The Trouble with Notice and Consent
2009
96
cited
Designing Disaggregated Evaluations of AI Systems: Choices, Considerations, and Tradeoffs
AAAI/ACM Conference on AI, Ethics, and Society · 2021
88
cited
Engaging the ethics of data science in practice
Communications of the ACM · 2017
78
cited
Sotabase
Solon Barocas | Researcher Profile | Sotabase | Sotabase