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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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Mehrdad Mahdavi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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CAREER: Foundations of Collaborative Machine Learning
Mahdavi, M. (PI)
8/1/23 → 7/31/28
Project: Research project
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CAREER: Foundations of Collaborative Machine Learning
Mahdavi, M. (PI)
8/1/23 → 7/31/28
Project: Research project
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CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
Mahdavi, M. (PI) & Mahanthgowda@psuedu, M. G. (CoPI)
10/1/20 → 9/30/25
Project: Research project
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SHF:Small:Software and Hardware Optimizations for Learning over Graphs
Mahdavi, M. (PI) & Mtk2@psuedu, M. T. K. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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SHF:Small:Software and Hardware Optimizations for Learning over Graphs
Mahdavi, M. (PI) & Mtk2@psuedu, M. T. K. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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Determinants of U.S. residential energy consumption at national and state levels: Policy implications
Korsavi, S. S., Azari, R., Iulo, L. D. & Mahdavi, M., Jul 2025, In: Energy Policy. 202, 114594.Research output: Contribution to journal › Article › peer-review
8 Link opens in a new tab Scopus citations -
Low-rank Momentum Factorization for Memory Efficient Training
Mahdavinia, P. & Mahdavi, M., 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
NaviSense: A Multimodal Assistive Mobile application for Object Retrieval by Persons with Visual Impairment
Sridhar, A. N., Qiao, F., Troncoso Aldas, N. D., Shi, Y., Mahdavi, M., Itti, L. & Narayanan, V., Oct 22 2025, ASSETS 2025 - Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility. Shinohara, K., Bennett, C. L., Mott, M. & Kane, S. K. (eds.). Association for Computing Machinery, Inc, 110. (ASSETS 2025 - Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees
Deng, Y., Qiao, F. & Mahdavi, M., 2025, In: Proceedings of Machine Learning Research. 258, p. 3835-3843 9 p.Research output: Contribution to journal › Conference article › peer-review
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Learn more, but bother less: parameter efficient continual learning
Qiao, F. & Mahdavi, M., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
8 Link opens in a new tab Scopus citations