conftrace_

treatment effect heterogeneity

3 papers

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Co-occurring keywords

causal machine learning (2) randomized experiment (15) noise contrastive estimation (36) clinical trial (75) subgroup identification (5) causal clustering (2) density-based clustering (29) treatment effect (134) counterfactual regression (6) energy-based model (251)

Papers

Hierarchical and Density-based Causal Clustering NIPS 2024
Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations NIPS 2023
Identifiable Energy-based Representations: An Application to Estimating Heterogeneous Causal Effects AISTATS 2022