Carson C. Chow

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AISTATS (1) MLHC (1)

Top co-authors

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

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Healthcare & Medicine (1) Clinical (1) Core AI (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