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Forthcoming and Recent Published Papers
Mapping the Political Economy of Reinforcement Learning Systems: The Case of Autonomous Vehicles (published in the Simons Institute Newsletter, January 2021) Hard Choices in Artificial Intelligence (presented at NeurIPS AI for Social Good Workshop 2019 (Best Poster Award) and Mechanism Design for Social Good 2020) AI Development for the Public Interest: From Abstraction Traps to Sociotechnical Risks (presented at IEEEISTAS20) Towards a Just Theory of Measurement: A Principled Social Measurement Assurance Program for Machine Learning (presented at AIES 2019) Epistemic Therapy for Bias in Automated Decision-Making (presented at AIES 2019) A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics (presented at ICML 2018) Working Papers Technical Problems in Autonomous Vehicle Policy Research Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims |
