1. Estimation of a structural vector autoregression model using non-gaussianity;hyvarinen;Journal of Machine Learning Research,2010
2. Dags with no tears: Continuous optimization for structure learning;zheng;Advances in neural information processing systems,2018
3. Generalized Score Functions for Causal Discovery
4. Dag-gnn: Dag structure learning with graph neural networks;yu;International Conference on Machine Learning,2019
5. Gradient-based neural dag learning;lachapelle;ArXiv Preprint,2019