| Two-timescale voltage control in distribution grids using deep reinforcement learning Q Yang, G Wang, A Sadeghi, GB Giannakis, J Sun IEEE Transactions on Smart Grid 11 (3), 2313-2323, 2019 | 313 | 2019 |
| Optimal and scalable caching for 5G using reinforcement learning of space-time popularities A Sadeghi, F Sheikholeslami, GB Giannakis IEEE Journal of Selected Topics in Signal Processing 12 (1), 180-190, 2017 | 281 | 2017 |
| Deep reinforcement learning for adaptive caching in hierarchical content delivery networks A Sadeghi, G Wang, GB Giannakis IEEE Transactions on Cognitive Communications and Networking 5 (4), 1024-1033, 2019 | 135 | 2019 |
| Reinforcement learning for adaptive caching with dynamic storage pricing A Sadeghi, F Sheikholeslami, AG Marques, GB Giannakis IEEE Journal on Selected Areas in Communications 37 (10), 2267-2281, 2019 | 57 | 2019 |
| Data-driven Priors for Robust PSSE via Gauss-Newton Unrolled Neural Networks Q Yang, A Sadeghi, G Wang IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2022 | 21* | 2022 |
| Distributionally robust semi-supervised learning over graphs A Sadeghi, M Ma, B Li, G B. Giannakis Int. Conf. Learn. Rep. (ICLR), workshop on Responsible AI--fairness …, 2021 | 15 | 2021 |
| Analysis of key generation rate from wireless channel in in-band full-duplex communications A Sadeghi, M Zorzi, F Lahouti 2016 IEEE International Conference on Communications Workshops (ICC), 104-109, 2016 | 15 | 2016 |
| RCFD: A novel channel access scheme for full-duplex wireless networks based on contention in time and frequency domains M Luvisotto, A Sadeghi, F Lahouti, S Vitturi, M Zorzi IEEE Transactions on Mobile Computing 17 (10), 2381-2395, 2018 | 14 | 2018 |
| Learning Two-layer ReLU Networks is Nearly as Easy as Learning Linear Classifiers on Separable Data A Sadeghi, Q Yang, G Wang, J Sun IEEE Transactions on Signal Processing, 2021 | 13 | 2021 |
| Price-based resource allocation for full duplex self-backhauled small cell networks A Rahmati, A Sadeghi, V Shah-Mansouri 2015 IEEE International Conference on Communications (ICC), 5709-5714, 2015 | 13 | 2015 |
| Optimal dynamic proactive caching via reinforcement learning A Sadeghi, F Sheikholeslami, GB Giannakis 2018 IEEE 19th international workshop on signal processing advances in …, 2018 | 11 | 2018 |
| Statistical QoS analysis of full duplex and half duplex heterogeneous cellular networks A Sadeghi, M Luvisotto, F Lahouti, S Vitturi, M Zorzi 2016 IEEE International Conference on Communications (ICC), 1-6, 2016 | 11 | 2016 |
| AdaPID: An Adaptive PID Optimizer for Training Deep Neural Networks B Weng, J Sun, A Sadeghi, G Wang ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 10 | 2022 |
| RCFD: A frequency-based channel access scheme for full-duplex wireless networks M Luvisotto, A Sadeghi, F Lahouti, S Vitturi, M Zorzi 2016 IEEE International Conference on Communications (ICC), 1-7, 2016 | 10 | 2016 |
| Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors Q Yang, A Sadeghi, G Wang, GB Giannakis, J Sun 2020 IEEE International Conference on Communications, Control, and Computing …, 2020 | 9 | 2020 |
| Multi-hop wireless transmission with half duplex and imperfect full duplex relays A Sadeghi, SH Mosavat-Jahromi, F Lahouti, M Zorzi 7'th International Symposium on Telecommunications (IST'2014), 1026-1029, 2014 | 9 | 2014 |
| Heavy Ball Momentum for Conditional Gradient B Li, A Sadeghi, GB Giannakis Thirty-Fifth Conference on Neural Information Processing Systems, 2021 | 8 | 2021 |
| On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation KD Polyzos, Q Lu, A Sadeghi, GB Giannakis 2021 55th Asilomar Conference on Signals, Systems, and Computers, 1018-1022, 2021 | 8 | 2021 |
| Constellation shaping and LDPC coding in a bidirectional full duplex communication A Sadeghi, F Lahouti, M Zorzi 2015 IEEE Global Communications Conference (GLOBECOM), 1-6, 2015 | 8 | 2015 |
| Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data A Sadeghi, G Wang, M Ma, GB Giannakis arXiv preprint arXiv:2007.03724, 2020 | 7 | 2020 |
Georgios B. GiannakisMcKnight Presidential Chair in ECE Dept., University of MinnesotaVerificeret mail på umn.edu