Machine Learning & AI
At the forefront of technological innovation, Machine Learning involves crafting algorithms for autonomous learning, while AI simulates human intelligence. Integrating multi-agent systems and game theory enhances decision-making in complex environments, finding applications in finance, cybersecurity, and resource management.
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71 result(s)
Average-Case Analysis of Greedy Matching for Large-Scale D2D Resource Sharing
S. Gao, C. Courcoubetis, and L. Duan, 2023, IEEE Transactions on Mobile Computing, https://arxiv.org/abs/2305.12862
Chase or Wait: Dynamic UAV Deployment to Learn and Catch Time-Varying User Activities
Z. Wang and L. Duan, 2023, IEEE Transactions on Mobile Computing, vol. 22(3), 1369 – 1383, https://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2021/08/TMC_UAVdeployment.pdf
Dynamic Pricing for Client Recruitment in Federated Learning
X. Wang, S. Zheng, L. Duan, 2023, IEEE/ACM Transactions on Networking, https://arxiv.org/abs/2203.03192
Graph isomorphism: Physical resources, optimization models, and algebraic characterizations
L. Mancinska, D. Roberson, A. Varvitsiotis, 2023, Mathematical Programming Series A, Mathematical Programming Series A, Mathematical Programming Series A, https://arxiv.org/abs/2004.10893
How do airlines react to slot displacements? Evidence from a major airport
L Pouget, NA Ribeiro, AR Odoni, AP Antunes, 2023, Journal of Air Transport Management, vol. 106, 102300, https://www.sciencedirect.com/science/article/pii/S0969699722001193
Importance Sampling for Minimization of Tail Risks: A tutorial
A. Deo, K. Murthy, 2023, Winter Simulation Conference
Location Privacy Protection Game Against Adversary through Multi-user Cooperative Obfuscation
S. Hong and L. Duan, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/02/MultiCoop_Privacy.pdf
Multi-objective Optimization for UAV Swarm-assisted IoT with Virtual Antenna Arrays
J. Li, G. Sun, L. Duan, and Q. Wu, 2023, IEEE Transactions on Mobile Computing, http://people.sutd.edu.sg/~lingjie_duan/wp-content/uploads/2023/07/UAV-Swarm-Intelligence-TMC.pdf
Multi-UAV Cooperative Trajectory for Servicing Dynamic Demands and Charging Battery
K. Wang, X. Zhang, L. Duan, J. Tie, 2023, IEEE Transactions on Mobile Computing, 22(3), 1599 – 1614, https://arxiv.org/abs/1805.08357
Multiplicative updates for symmetric-cone factorizations
Y.S. Soh and A. Varvitsiotis, 2023, Mathematical Programming Series A, https://arxiv.org/abs/2108.00740