Jianfei Cao
2 papers · Latest:
Statistical Machine Learning
Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data
Causal Diffusion Model (CDM) predicts full counterfactual outcome distributions in longitudinal data, outperforming state-of-the-art methods.
2604.12992
Statistical Machine LearningThe Condition-Number Principle for Prototype Clustering
A new geometric framework and condition number link objective accuracy to structural recovery in prototype clustering, providing robust recovery guarantees.
2604.07744
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