| Enhanced experience replay generation for efficient reinforcement learning V Huang, T Ley, M Vlachou-Konchylaki, W Hu arXiv preprint arXiv:1705.08245, 2017 | 8 | 2017 |
| Ensemble-based synthetic data synthesis for federated QoE modeling S Ickin, K Vandikas, F Moradi, J Taghia, W Hu 2020 6th IEEE Conference on Network Softwarization (NetSoft), 72-76, 2020 | 7 | 2020 |
| Methods and apparatus for machine learning model life cycle D Chawla, G Dixit, W Hu, S Ickin, F Moradi, E Sanders, S Singh, J Taghia, ... US Patent App. 17/774,201, 2022 | 2 | 2022 |
| Neural network circuit remote electrical tilt antenna infrastructure management based on probability of actions W Hu, J Jeong, V Verbulskii, R Correia US Patent App. 17/614,025, 2022 | 2 | 2022 |
| Performance modeling for cloud applications MG Khan, W Hu, C Cartwright, H Wang US Patent 11,962,474, 2024 | 1 | 2024 |
| Technique for generating synthetic data for radio access network configuration recommendation Y Wang, W Hu US Patent 11,943,640, 2024 | | 2024 |
| Collaborative machine learning whose result is stored in a shared memory controlled by a central device J Taghia, W Hu, K Vandikas, S Ickin US Patent App. 18/274,606, 2024 | | 2024 |
| Central node and a method for reinforcement learning in a radio access network Y Wang, W Hu, V Saxena, P Soldati US Patent App. 18/033,407, 2023 | | 2023 |
| Training a machine learning model K Vandikas, W Hu, J Taghia, V Tsiatsis, S Ickin, F Moradi US Patent App. 18/011,575, 2023 | | 2023 |
| Grouping nodes in a system F Moradi, J Taghia, W Hu, S Igkin, K Vandikas US Patent App. 18/009,425, 2023 | | 2023 |
| Decentralized federated machine-learning by selecting participating worker nodes J Taghia, F Moradi, S Ickin, K Vandikas, W Hu US Patent App. 18/011,442, 2023 | | 2023 |
| Developing machine-learning models W Hu, K Vandikas, S Ickin US Patent App. 17/767,688, 2023 | | 2023 |
| Synthetic data generation in federated learning systems S Ickin, J Taghia, K Vandikas, F Moradi, W Hu US Patent App. 17/908,308, 2023 | | 2023 |
| Pre-training system for self-learning agent in virtualized environment W Huang, W Hu, T Ley, M Vlachou-konchylaki US Patent 11,586,911, 2023 | | 2023 |
| Distributed machine learning using network measurements F Moradi, S Singh, S Ickin, W Hu US Patent App. 17/791,628, 2023 | | 2023 |
