132 citations · 149 across the 9 of their papers we have counts for
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cs.LG2026
Reinforcing privacy reasoning in LLMs via normative simulacra from fiction
Matt Franchi, Madiha Zahrah Choksi, Harold Triedman +1
Information handling practices of LLM agents are broadly misaligned with the contextual privacy expectations of their users. Contextual Integrity (CI) provides a principled framewo…
cs.LG2023★ 4 cited
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification
A. Feder Cooper, Katherine Lee, Madiha Zahrah Choksi +6
Variance in predictions across different trained models is a significant, under-explored source of error in fair binary classification. In practice, the variance on some data examp…