Solon Barocas

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

👥 Mega-Team · Squad

Venues

AAAI (3) ACL (1) ICML (1)

Top co-authors

Su Lin Blodgett (3) Hanna Wallach (3) Jon Kleinberg (2) A. Feder Cooper (2) Angelina Wang (2) Emily Sheng (1) Christopher De Sa (1) Alexandra Olteanu (1) Emily Corvi (1) Matthew Vogel (1)

Research topics

Artificial Intelligence (4) Core AI · Artificial Intelligence (4) Machine Learning (3) Interdisciplinary (2) Application Areas (2) Learning Types (2) Social (2) Computer Vision (1) Core AI · Computer Vision (1) Core Methods (1) Optimization & Theory (1)

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 “Bias” in NLP ACL 2020