Skip to content
conftrace_

independent causal mechanism

7 papers

Explore in graph

Also known as

ICM

Co-occurring keywords · papers mentioning both

counterfactual generation (2) semi-supervised learning (2) causal inference (2) causal disentanglement (1) exchangeable data (1) sparse interaction (1) domain-invariant mechanism (1) causal direction (1) constraint-based method (1) causal representation (1)

Papers

Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Toward Causal Generative Modeling: From Representation to Generation AAAI 2025 Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024 Learning Causally Disentangled Representations via the Principle of Independent Causal Mechanisms IJCAI 2024 Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data NeurIPS 2023 Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP EMNLP 2021 Semi-supervised learning, causality, and the conditional cluster assumption UAI 2020