Skip to content
conftrace_
2025 ICML ICML 2025

Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Knowledge & Reasoning

Authors

Jiaxuan Zhang, Emadeldeen Eldele, Fuyuan Cao, Yang Wang, Xiaoli Li, Jiye Liang

Topics

Machine Learning > Application Areas > Domain Adaptation Knowledge & Reasoning > Representation > Knowledge Graphs Knowledge & Reasoning > Reasoning > Causal Inference

Keywords

generalization error bound normalizing flow individual treatment effect counterfactuals representation distances sample-level alignment
Download PDF