2 papers
cs.LG2026
GeoACE: Geometry-Diverse Anchor-Correction Ensembles for Heterogeneous Treatment Effect Estimation
Ali Haghpanah Jahromi, Mohammad Taheri, Zohreh Azimifar
Predicting heterogeneous causal effects supports informed decision-making, yet suitable inductive biases vary with treatment overlap, covariate imbalance, prognostic structure, and…
stat.ML2026
TLRNet: Estimating Individual Treatment Effect based on Local Information and Single Learner Structure
Ali Haghpanah Jahromi, Mohammad Taheri, Zohreh Azimifar
Causal inference has become a central issue across various fields, including computer science, statistics, economics, education, healthcare, and medicine. The broad applicability o…