# Causal Learning and Invariant Risk Minimization

## Causal Learning

## Invariant Risk Minimization
- [2019 ArXiv] **Invariant Risk Minimization**, [[paper]](https://arxiv.org/pdf/1907.02893.pdf), [[bibtex]](/Bibtex/Invariant%20Risk%20Minimization.bib), sources: [[facebookresearch/InvariantRiskMinimization]](https://github.com/facebookresearch/InvariantRiskMinimization).
- [2020 ICML] **An Empirical Study of Invariant Risk Minimization**, [[paper]](https://arxiv.org/pdf/2004.05007.pdf), [[bibtex]](/Bibtex/An%20Empirical%20Study%20of%20Invariant%20Risk%20Minimization.bib), sources: [[kakaobrain/irm-empirical-study]](https://github.com/kakaobrain/irm-empirical-study).
- [2021 ArXiv] **Meta-Learned Invariant Risk Minimization**, [[paper]](https://arxiv.org/pdf/2103.12947.pdf), [[bibtex]](/Bibtex/Meta-Learned%20Invariant%20Risk%20Minimization.bib).
- [2021 ArXiv] **Nonlinear Invariant Risk Minimization: A Causal Approach**, [[paper]](https://arxiv.org/pdf/2102.12353.pdf), [[bibtex]](/Bibtex/Nonlinear%20Invariant%20Risk%20Minimization%20-%20A%20Causal%20Approach.bib).