Mengdi Wang

Former affiliation

Operations Research & Financial Engineering

Source: Scopus
Calculated based on no. of publications stored in Pure and citations from Scopus

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1 Finished
3 Active

Collaborative Research: Statistical Optimization for Barcoding and Decoding Single-Cell Dynamics via CRISPR Gene Editing
Wang, M.
NSF - National Science Foundation
8/1/20 → 7/31/23
Project: Research project
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
CAREER: Stochastic Nested Composition Optimization: Theory and Algorithms
Wang, M.
NSF - National Science Foundation
2/1/17 → 1/31/22
Project: Research project
Closing the Duality Gap: Decomposition of High-Dimensional Nonconvex Optimization
Wang, M.
NSF - National Science Foundation
9/1/16 → 8/31/19
Project: Research project

256 Citations
9 h-Index
18 Article
14 Conference contribution
7 Paper
6 Conference article

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
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
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
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