Joshua C. Chang

2 papers · 2023–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer

Conferences

AISTATS (1) MLHC (1)

Top co-authors

Carson C. Chow (2) Sonya Mahajan (1) Sarah Nowak (1) Hongjing Xia (1) Rohit Mahajan (1) Julia Porcino (1) Ted L. Chang (1)

Keywords

causal inference (1) probabilistic modeling (1) bayesian inference (1) item response theory (1) survival analysis (1) latent factor model (1) treatment effect estimation (1) survivors bia (1) bayesian multilevel modeling (1)

Papers

Autoencoded sparse Bayesian in-IRT factorization, calibration, and amortized inference for the Work Disability Functional Assessment Battery AISTATS 2023

Interpretable (not just posthoc-explainable) heterogeneous survivors bias-corrected treatment effects for assignment of postdischarge interventions to prevent readmissions MLHC 2023