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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Technology to Realize the Full Potential of UHF MRI
Metzger, G., Adriany, G., Akcakaya, M., Auerbach, E. J., Bolan, P. J., Chen, W., Eryaman, Y., Hong, M., Idiyatullin, D. S., Kannan, M., Kerlin, A. M., Kobayashi, N., Li, X., Mangia, S., Michaeli, S., Moeller, S., Sadeghi Tarakameh, A., Tousi, Y. M., Ugurbil, K., Wu, X. & Zimmermann, J.
NIH NATL INST OF BIOMEDICAL IM
2/1/24 → 1/31/29
Project: Research project
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The Convergence of Smart Sensing Systems, Applications, Analytic and Decision Making
THE NATIONAL SCIENCE FOUNDATION
10/1/23 → 12/31/24
Project: Research project
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Conference: NSF Workshop on the Convergence of Smart Sensing Systems, Applications, Analytic and Decision Making
10/1/23 → 12/31/24
Project: Research project
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A Multi-Rate Feedback Control Framework for Design and Analyzing of Decentralized and Federated Learning
THE NATIONAL SCIENCE FOUNDATION
8/15/23 → 7/31/26
Project: Research project
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A Multi-Rate Feedback Control Framework for Design and Analyzing of Decentralized and Federated Learning
8/15/23 → 7/31/26
Project: Research project
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A Bayesian Approach to Robust Inverse Reinforcement Learning
Wei, R., Zeng, S., Li, C., Garcia, A., McDonald, A. & Hong, M., 2023, In: Proceedings of Machine Learning Research. 229Research output: Contribution to journal › Conference article › peer-review
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An Implicit Gradient Method for Constrained Bilevel Problems Using Barrier Approximation
Tsaknakis, I., Khanduri, P. & Hong, M., 2023, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings.Research output: Contribution to journal › Conference article › peer-review
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A TWO-TIMESCALE STOCHASTIC ALGORITHM FRAMEWORK FOR BILEVEL OPTIMIZATION: COMPLEXITY ANALYSIS AND APPLICATION TO ACTOR-CRITIC
Hong, M., Wai, H. T., Wang, Z. & Yang, Z., 2023, In: SIAM Journal on Optimization. 33, 1, p. 147-180 34 p.Research output: Contribution to journal › Article › peer-review
18 Scopus citations -
FedAvg Converges to Zero Training Loss Linearly for Overparameterized Multi-Layer Neural Networks
Song, B., Khanduri, P., Zhang, X., Yi, J. & Hong, M., 2023, In: Proceedings of Machine Learning Research. 202, p. 32304-32330 27 p.Research output: Contribution to journal › Conference article › peer-review
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Learning to Beamform in Heterogeneous Massive MIMO Networks
Zhu, M., Chang, T. H. & Hong, M., Jul 1 2023, In: IEEE Transactions on Wireless Communications. 22, 7, p. 4901-4915 15 p.Research output: Contribution to journal › Article › peer-review
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