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):
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Collaborations and top research areas from the last five years
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CAREER: New Frontiers of Private Learning and Synthetic Data
3/1/24 → 2/28/29
Project: Research project
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Collaborative Research: SaTC: CORE: Medium: Private Model Personalization
4/15/23 → 3/31/27
Project: Research project
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Collaborative Research: SaTC: CORE: Small: Foundations for the Next Generation of Private Learning Systems
10/1/21 → 9/30/23
Project: Research project
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FAI: Advancing Fairness in AI with Human-Algorithm Collaborations
10/1/20 → 12/31/23
Project: Research project
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SCC-IRG Track 1: Empowering and Enhancing Workers Through Building A Community-Centered Gig Economy
Zhu, H., Burtch, D. D. G., Li, Y., Lee, M. K. & Wu, S.
10/1/20 → 9/30/23
Project: Research project
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Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy
Zhang, X., Chen, X., Hong, M., Wu, S. & Yi, J., 2022, In: Proceedings of Machine Learning Research. 162, p. 26048-26067 20 p.Research output: Contribution to journal › Conference article › peer-review
14 Scopus citations -
Distributed training with heterogeneous data: Bridging median- And mean-based algorithms
Chen, X., Chen, T., Sun, H., Wu, S. & Hong, M., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
11 Scopus citations -
Keeping designers in the loop: Communicating inherent algorithmic trade-offs across multiple objectives
Yu, B., Yuan, Y., Terveen, L., Wu, Z. S., Forlizzi, J. & Zhu, H., Jul 3 2020, DIS 2020 - Proceedings of the 2020 ACM Designing Interactive Systems Conference. Association for Computing Machinery, Inc, p. 1245-1257 13 p. (DIS 2020 - Proceedings of the 2020 ACM Designing Interactive Systems Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access39 Scopus citations -
Multidimensional Dynamic Pricing for Welfare Maximization
Roth, A., Slivkins, A., Ullman, J. & Wu, Z. S., Apr 2020, In: ACM Transactions on Economics and Computation. 8, 1, 6.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Understanding gradient clipping in private SGD: A geometric perspective
Chen, X., Wu, S. & Hong, M., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
62 Scopus citations