Learning Causal Networks from Episodic Data.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Nothing but Regrets - Privacy-Preserving Federated Causal Discovery.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Regret-based Federated Causal Discovery.
Proceedings of the KDD'22 Workshop on Causal Discovery, 15 August 2022, Washington DC, USA, 2022
Inferring Cause and Effect in the Presence of Heteroscedastic Noise.
Proceedings of the International Conference on Machine Learning, 2022
Discovering Fully Oriented Causal Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021