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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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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EFRI BRAID: Neuroscience Inspired Visual Analytics
Narayanan, V. (PI), Itti, N. (CoPI), Raghunathan, N. (CoPI), Sengupta, A. (CoPI) & Mahdavi, M. (CoPI)
9/1/23 → 8/31/27
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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SHF:Small:Software and Hardware Optimizations for Learning over Graphs
Mahdavi, M. (PI) & Kandemir, M. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
Yang, J. (PI), Gowda, M. (CoPI) & Mahdavi, M. (CoPI)
10/1/20 → 9/30/24
Project: Research project
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AI Institute: Planning: Institute for AI-Enabled Materials Discovery, Design, and Synthesis
Honavar, V. G. (PI), Morgan, D. (CoPI), Van Duin, A. (CoPI), Olivetti, E. A. (CoPI) & Mahdavi, M. (CoPI)
9/1/20 → 8/31/24
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
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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
1 Scopus citations -
On the Generalization Ability of Unsupervised Pretraining
Deng, Y., Hong, J., Zhou, J. & Mahdavi, M., 2024, In: Proceedings of Machine Learning Research. 238, p. 4519-4527 9 p.Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations -
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions
Ozgul, G., Li, X., Mahdavi, M. & Wang, C., 2024, In: Proceedings of Machine Learning Research. 235, p. 38953-38982 30 p.Research output: Contribution to journal › Conference article › peer-review
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Distributed Personalized Empirical Risk Minimization
Deng, Y., Kamani, M. M., Mahdavinia, P. & Mahdavi, M., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution