causal_irm.md

Causal Learning and Invariant Risk Minimization

Causal Learning

Invariant Risk Minimization

• [2019 ArXiv] Invariant Risk Minimization, [paper], [bibtex], sources: [facebookresearch/InvariantRiskMinimization].
• [2020 ICML] An Empirical Study of Invariant Risk Minimization, [paper], [bibtex], sources: [kakaobrain/irm-empirical-study].
• [2021 ArXiv] Meta-Learned Invariant Risk Minimization, [paper], [bibtex].
• [2021 ArXiv] Nonlinear Invariant Risk Minimization: A Causal Approach, [paper], [bibtex].