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Alireza Sadeghi
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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
2612017
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
2432019
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
1192019
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
522019
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
18*2022
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
152016
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
142018
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
122015
Optimal dynamic proactive caching via reinforcement learning
A Sadeghi, F Sheikholeslami, GB Giannakis
2018 IEEE 19th international workshop on signal processing advances in …, 2018
112018
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
112016
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
102021
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
102021
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
102016
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
92014
Heavy Ball Momentum for Conditional Gradient
B Li, A Sadeghi, GB Giannakis
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
82021
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
82020
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
82015
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
72021
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
62022
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
52020
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