Yizuo Chen

According to our database, Yizuo Chen authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards an effective practice of learning from data and knowledge.

Yizuo Chen, Haiying Huang, Adnan Darwiche

Int. J. Approx. Reason., 2024

Modeling and Discovering Direct Causes for Predictive Models.

Yizuo Chen, Amit Bhatia

CoRR, 2024

Constrained Identifiability of Causal Effects.

Yizuo Chen, Adnan Darwiche

CoRR, 2024

Identifying Causal Effects Under Functional Dependencies.

Yizuo Chen, Adnan Darwiche

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Tractable Bounding of Counterfactual Queries by Knowledge Compilation.

David Huber, Yizuo Chen, Alessandro Antonucci, Adnan Darwiche, Marco Zaffalon

CoRR, 2023

On the Complexity of Counterfactual Reasoning.

Yunqiu Han, Yizuo Chen, Adnan Darwiche

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2022

On the definition and computation of causal treewidth.

Yizuo Chen, Adnan Darwiche

Proceedings of the Uncertainty in Artificial Intelligence, 2022

2020

Supervised Learning with Background Knowledge.

Yizuo Chen, Arthur Choi, Adnan Darwiche

Proceedings of the International Conference on Probabilistic Graphical Models, 2020