3 papers
cs.AI2026
Nonstandard Errors in AI Agents
Ruijiang Gao, Steven Chong Xiao
We study whether state-of-the-art AI coding agents, given the same data and research question, produce the same empirical results. Deploying 150 autonomous Claude Code agents to in…
cs.HC2025
Confounding-Robust Policy Improvement with Human-AI Teams
Ruijiang Gao, Mingzhang Yin
Human-AI collaboration has the potential to transform various domains by leveraging the complementary strengths of human experts and Artificial Intelligence (AI) systems. However,…
stat.ML2024
Adjusting Regression Models for Conditional Uncertainty Calibration
Ruijiang Gao, Mingzhang Yin, James McInerney +1
Conformal Prediction methods have finite-sample distribution-free marginal coverage guarantees. However, they generally do not offer conditional coverage guarantees, which can be i…