Projects per year
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Dive into the research topics where Mengdi Wang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Projects
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Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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Stochastic Optimization and Learning for Planning in Autonomous Systems
Powell, W. B. & Wang, M.
Air Force Office of Scientific Research
7/1/19 → 6/30/22
Project: Research project
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CAREER: Stochastic Nested Composition Optimization: Theory and Algorithms
NSF - National Science Foundation
2/1/17 → 1/31/22
Project: Research project
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Closing the Duality Gap: Decomposition of High-Dimensional Nonconvex Optimization
NSF - National Science Foundation
9/1/16 → 8/31/19
Project: Research project
Research output
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Voting-Based Multiagent Reinforcement Learning for Intelligent IoT
Xu, Y., Deng, Z., Wang, M., Xu, W., So, A. M. C. & Cui, S., Feb 15 2021, In: IEEE Internet of Things Journal. 8, 4, p. 2681-2693 13 p., 9184075.Research output: Contribution to journal › Article › peer-review
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Adaptive low-nonnegative-rank approximation for state aggregation of markov chains
Duan, Y., Wang, M., Wen, Z. & Yuan, Y., 2020, In: SIAM Journal on Matrix Analysis and Applications. 41, 1, p. 244-278 35 p.Research output: Contribution to journal › Article › peer-review
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A single timescale stochastic approximation method for nested stochastic optimization
Ghadimi, S., Ruszczynski, A. & Wang, M., 2020, In: SIAM Journal on Optimization. 30, 1, p. 960-979 20 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Improved Sample Complexity for Stochastic Compositional Variance Reduced Gradient
Lin, T., Fan, C., Wang, M. & Jordan, M. I., Jul 2020, 2020 American Control Conference, ACC 2020. Institute of Electrical and Electronics Engineers Inc., p. 126-131 6 p. 9147515. (Proceedings of the American Control Conference; vol. 2020-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Optimizing a portfolio of mean-reverting assets with transaction costs via a feedforward neural network
Mulvey, J. M., Sun, Y., Wang, M. & Ye, J., 2020, (Accepted/In press) In: Quantitative Finance.Research output: Contribution to journal › Article › peer-review