Solon Barocas
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π₯
Mega-Team
(20)
Conferences
AAAI (3)
ACL (1)
ICML (1)
Top co-authors
Keywords
bias detection
(2)
algorithmic fairness
(1)
binary classification
(1)
ensemble learning
(1)
natural language processing
(1)
model evaluation
(1)
responsible ai
(1)
machine learning fairness
(1)
fair classification
(1)
action value
(1)
image tagging
(1)
ensemble method
(1)
fairness metric
(1)
representational harm
(1)
latent state
(1)
social bia
(1)
outcome prediction
(1)
bias measurement
(1)
fairness measurement
(1)
prediction variance
(1)
Papers
Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
ICML 2025
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
AAAI 2024
On the Actionability of Outcome Prediction
AAAI 2024
Taxonomizing and Measuring Representational Harms: A Look at Image Tagging
AAAI 2023
Language (Technology) is Power: A Critical Survey of βBiasβ in NLP
ACL 2020