Trenton Chang
University of Michigan(US)
Publications by Year
Research Areas
Topic Modeling, Artificial Intelligence in Healthcare and Education, Innovation and Knowledge Management, Natural Language Processing Techniques, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Racial differences in laboratory testing as a potential mechanism for bias in AI: A matched cohort analysis in emergency department visits(2024)3 cited
- → Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent(2022)3 cited
- → Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning(2022)2 cited
- → Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-adherence(2025)
- → Who's Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation(2024)
- Beyond the Pixels: Exploring the Effects of Bit-Level Network and File Corruptions on Video Model Robustness(2021)
- → Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation(2024)
- → Lost in Transmission: On the Impact of Networking Corruptions on Video Machine Learning Models(2022)
- → A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs(2025)
- → From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions(2024)