Projects per year
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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
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EFRI BRAID: Neuroscience Inspired Visual Analytics
Narayanan, V., Itti, L., Raghunathan, A., Sengupta, A. & Mahdavi, M.
9/1/23 → 8/31/27
Project: Research project
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CNS Core: Medium: When Next Generation Wireless Networks Meet Machine Learning
Yang, J., Gowda, M. & Mahdavi, M.
10/1/20 → 9/30/24
Project: Research project
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SHF:Small:Software and Hardware Optimizations for Learning over Graphs
10/1/20 → 9/30/23
Project: Research project
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AI Institute: Planning: Institute for AI-Enabled Materials Discovery, Design, and Synthesis
Honavar, V. G., Olivetti, E. E. A., Van Duin, A., Mahdavi, M. & Morgan, D. D.
9/1/20 → 8/31/23
Project: Research project
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Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection
Cong, W. & Mahdavi, M., 2023, In: Proceedings of Machine Learning Research. 206, p. 6674-6703 30 p.Research output: Contribution to journal › Conference article › peer-review
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Understanding the Structural Components behind the Psychological Effects of Autonomous Sensory Meridian Response (ASMR) with Machine Learning and Experimental Methods
Tan, R., Shoenberger, H., Cong, W. & Mahdavi, M., May 2023, In: Journal of Media Psychology. 35, 3, p. 181-189 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Communication-Efficient k-Means for Edge-Based Machine Learning
Lu, H., He, T., Wang, S., Liu, C., Mahdavi, M., Narayanan, V., Chan, K. S. & Pasteris, S., Oct 1 2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 10, p. 2509-2523 15 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Efficient fair principal component analysis
Kamani, M. M., Haddadpour, F., Forsati, R. & Mahdavi, M., Oct 2022, In: Machine Learning. 111, 10, p. 3671-3702 32 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations -
LEARNING DISTRIBUTIONALLY ROBUST MODELS AT SCALE VIA COMPOSITE OPTIMIZATION
Haddadpour, F., Kamani, M. M., Mahdavi, M. & Karbasi, A., 2022.Research output: Contribution to conference › Paper › peer-review
1 Scopus citations