Trenton Chang
Computer Science · University of Michigan
Publications
14
Citations
561
Est. group size
~1
Recurring co-author estimate
Active years
6
Publishing since 2021
Typically publishes in teams of ~5 · 36% small-team papers (≤3 authors) · across 4 venues
- A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs
Proceedings of the AAAI Conference on Artificial Intelligence · 2026
- Causal Machine Learning Is Not a Panacea: A Roadmap for Observational Causal Inference in Health
arXiv (Cornell University) · 2026
- A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs
arXiv (Cornell University) · 2025
- Estimating Misreporting in the Presence of Genuine Modification: A Causal Perspective
arXiv (Cornell University) · 2025
- Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-adherence
arXiv (Cornell University) · 2025
- Racial differences in laboratory testing as a potential mechanism for bias in AI: A matched cohort analysis in emergency department visits
PLOS Global Public Health · 2024
- Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
2024
- From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions
PubMed · 2024
- Who's Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
arXiv (Cornell University) · 2024
- Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning
PubMed · 2022
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
arXiv (Cornell University) · 2022
- Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent
2022
- Lost in Transmission: On the Impact of Networking Corruptions on Video Machine Learning Models
arXiv (Cornell University) · 2022
- Beyond the Pixels: Exploring the Effects of Bit-Level Network and File Corruptions on Video Model Robustness
2021
- arXiv (Cornell University)×7
- PubMed×2
- PLOS Global Public Health×1
- Proceedings of the AAAI Conference on Artificial Intelligence×1
- Paramveer S. Dhillon
Computer Science · University of Michigan
- Bowen Yu
Computer Science · University of Michigan
- Aparna Ananthasubramaniam
Computer Science · University of Michigan
- Cristina Gârbacea
Computer Science · University of Michigan
- Dan Goldwasser
Computer Science · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 25, 2026.
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