Tian-Zuo Wang

According to our database, Tian-Zuo Wang authored at least 8 papers between 2019 and 2023.

Collaborative distances:

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

2023

Sound and complete causal identification with latent variables given local background knowledge.

Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou

Artif. Intell., September, 2023

Learning Causal Structure on Mixed Data with Tree-Structured Functional Models.

Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Rehearsal Learning for Avoiding Undesired Future.

Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Estimating Possible Causal Effects with Latent Variables via Adjustment.

Tian-Zuo Wang, Tian Qin, Zhi-Hua Zhou

Proceedings of the International Conference on Machine Learning, 2023

2021

Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable.

Tian-Zuo Wang, Zhi-Hua Zhou

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Budgeted Heterogeneous Treatment Effect Estimation.

Tian Qin, Tian-Zuo Wang, Zhi-Hua Zhou

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Cost-effectively Identifying Causal Effects When Only Response Variable is Observable.

Tian-Zuo Wang, Xi-Zhu Wu, Sheng-Jun Huang, Zhi-Hua Zhou

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Towards Identifying Causal Relation Between Instances and Labels.

Tian-Zuo Wang, Sheng-Jun Huang, Zhi-Hua Zhou

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019