Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Active
-
Pathwise Gradient Variance Reduction with Control Variates in Variational Inference
Ng, K. & Wei, S., 2025, AI 2024: Advances in Artificial Intelligence: 37th Australasian Joint Conference on Artificial Intelligence, AI 2024, Proceedings, Part II. Gong, M., Song, Y., Koh, Y. S., Xiang, W. & Wang, D. (eds.). Singapore Singapore: Springer, p. 107-136 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15443 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
-
Interventional fairness on partially known causal graphs: a constrained optimization approach
Zuo, A., Li, Y., Wei, S. & Gong, M., 2024, Proceedings of International Conference on Learning Representations 2024. Fragkiadaki, K., Emtiyaz Khan, M., Chaudhuri, S. & Sun, Y. (eds.). USA, p. 1-35 35 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other
Open Access -
Variational Bayesian neural networks via resolution of singularities
Wei, S. & Lau, E., 2024, In: Journal of Computational and Graphical Statistics. 33, 4, p. 1464-1474 11 p.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Deep learning is singular, and that’s good
Wei, S., Murfet, D., Gong, M., Li, H., Gell-Redman, J. & Quella, T., Dec 2023, In: IEEE Transactions on Neural Networks and Learning Systems. 34, 12, p. 10473-10486 14 p.Research output: Contribution to journal › Article › Research › peer-review
4 Citations (Scopus) -
Counterfactual fairness with partially known causal graph
Zuo, A., Wei, S., Liu, T., Han, B., Zhang, K. & Gong, M., 2022, Proceedings of Advances in Neural Information Processing Systems 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). p. 1-15 15 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
Open Access11 Citations (Scopus)