[[DAG]]の推定を連続最適化問題に落とし込んだ[[因果探索]] ## Libraries - [[CausalNex]] - [GitHub - xunzheng/notears: DAGs with NO TEARS: Continuous Optimization for Structure Learning](https://github.com/xunzheng/notears) ## Papers - [[2021__KDD__DARING - Differentiable Causal Discovery with Residual Independence]] - [[2021__ICML__DAGs with No Curl - An Efficient DAG Structure Learning Approach]] - [[2020__ICLR__Gradient-Based Neural DAG Learning]] - [[2019__ICML__DAG-GNN - DAG Structure Learning with Graph Neural Networks]] - [[2018__NeurIPS__DAGs with NO TEARS - Continuous Optimization for Structure Learning]]