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.
Optimal Pricing for Peer-to-peer Sharing with Network Externalities
Y. Li, C. Courcoubetis, L. Duan, and R. Weber, 2020, IEEE/ACM Transactions on Networking (TON), 29(1), 148 – 161, https://arxiv.org/abs/1805.09616
A Non-commutative Extension of Lee-Seung’s Algorithm for Positive Semidefinite Factorizations
Y.S. Soh and A. Varvitsiotis, NeurIPS 2021, https://arxiv.org/abs/2106.00293
A Representative Consumer Model in Data-driven Multiproduct Pricing Optimization
Z Yan, K Natarajan, CP Teo, C Cheng, Management Science, , , , Volume 68, Issue 8, Pages 5798-5827, https://pubsonline.informs.org/doi/pdf/10.1287/mnsc.2021.4182
Cooperative Double-IRS Aided Proactive Eavesdropping," IEEE Transactions on Communications
Dynamic Pricing for Client Recruitment in Federated Learning
X. Wang, S. Zheng, L. Duan, IEEE/ACM Transactions on Networking, https://arxiv.org/abs/2203.03192