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ORCIDGeorgios B. Giannakis
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- affiliation: University of Minnesota, Minneapolis, MN, USA
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2020 – today
- 2024
[j459]Alireza Sadeghi
, Gang Wang, Georgios B. Giannakis:
Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory 5: 105-122 (2024)- [j458]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Weighted Ensembles for Adaptive Active Learning. IEEE Trans. Signal Process. 72: 4178-4190 (2024) - [j457]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. IEEE Trans. Wirel. Commun. 23(4): 3425-3436 (2024) - [c476]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. ICASSP 2024: 5220-5224 - [c475]Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis:
A Bayesian Approach to High-Order Link Prediction. ICASSP 2024: 13251-13255 - [c474]Yilang Zhang, Georgios B. Giannakis:
Meta-Learning Priors Using Unrolled Proximal Networks. ICLR 2024 - [c473]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active labeling for online ensemble learning. SAM 2024: 1-5 - [c472]Alireza Sadeghi, Georgios B. Giannakis:
Robust Meta-Learning over Graphs with Graph Neural Networks. SAM 2024: 1-5 - [c471]Toygan Kilic, Jürgen Herrler, Patrick Liebig, Ömer Burak Demirel, Armin M. Nagel, Mingyi Hong, Georgios B. Giannakis, Kâmil Ugurbil, Mehmet Akçakaya:
Towards Fast Hard-Constrained Parallel Transmit Design in Ultrahigh Field MRI with Physics-Driven Neural Networks. ISBI 2024: 1-5 - [c470]Konstantinos D. Polyzos, Panagiotis A. Traganitis, Manish Kumar Singh, Georgios B. Giannakis:
Ensembles of Informative Representations for Self-Supervised Learning. MLSP 2024: 1-6 - [i149]Shahana Ibrahim, Panagiotis A. Traganitis, Xiao Fu, Georgios B. Giannakis:
Learning From Crowdsourced Noisy Labels: A Signal Processing Perspective. CoRR abs/2407.06902 (2024) - [i148]Jinwen Xu, Qin Lu, Georgios B. Giannakis:
Online scalable Gaussian processes with conformal prediction for guaranteed coverage. CoRR abs/2410.05444 (2024) - 2023
- [j456]Manish Kumar Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis:
Time-Domain Generalization of Kron Reduction. IEEE Control. Syst. Lett. 7: 259-264 (2023) - [j455]Qiuling Yang, Mario Coutino, Geert Leus, Georgios B. Giannakis:
Autoregressive graph Volterra models and applications. EURASIP J. Adv. Signal Process. 2023(1): 4 (2023) - [j454]Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Incremental Ensemble Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1876-1893 (2023) - [j453]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11283-11296 (2023) - [j452]Mana Jalali, Manish Kumar Singh, Vassilis Kekatos, Georgios B. Giannakis, Chen-Ching Liu:
Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian Processes. IEEE Trans. Smart Grid 14(3): 2432-2445 (2023) - [j451]Yunfeng Bai, Qingwen Liu, Liuqing Yang, Georgios B. Giannakis, Wen Fang, Mingliang Xiong:
Resonant Beam SWIPT With Telescope and Second Harmonic. IEEE Trans. Wirel. Commun. 22(7): 4962-4973 (2023) - [c469]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. AAAI 2023: 11298-11306 - [c468]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. ACSSC 2023: 594-601 - [c467]Konstantinos D. Polyzos, Alireza Sadeghi, Georgios B. Giannakis:
Bayesian Self-Supervised Learning Using Local and Global Graph Information. CAMSAP 2023: 256-260 - [c466]Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Robust Identification of Graph Structure. CAMSAP 2023: 486-490 - [c465]Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis:
Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy. ICASSP 2023: 1-5 - [c464]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization with Ensemble Learning Models and Adaptive Expected Improvement. ICASSP 2023: 1-5 - [c463]Manish Kumar Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis:
Physics-Informed Transfer Learning for Voltage Stability Margin Prediction. ICASSP 2023: 1-5 - [c462]Shijian Gao, Jia Yan, Georgios B. Giannakis:
Integrated Distributed Wireless Sensing with Over-The-Air Federated Learning. IGARSS 2023: 600-603 - [c461]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. NeurIPS 2023 - [i147]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. CoRR abs/2303.17768 (2023) - [i146]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. CoRR abs/2308.07343 (2023) - [i145]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. CoRR abs/2309.15639 (2023) - [i144]Athanasios Bacharis, Konstantinos D. Polyzos, Henry J. Nelson, Georgios B. Giannakis, Nikolaos Papanikolopoulos:
3D Reconstruction in Noisy Agricultural Environments: A Bayesian Optimization Perspective for View Planning. CoRR abs/2310.00145 (2023) - [i143]Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis:
Contractive error feedback for gradient compression. CoRR abs/2312.08538 (2023) - [i142]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. CoRR abs/2312.13486 (2023) - 2022
- [j450]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1232-1246 (2022) - [j449]Jun Sun, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2031-2044 (2022) - [j448]Tianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar:
Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning. IEEE Trans. Control. Netw. Syst. 9(2): 917-929 (2022) - [j447]Panagiotis A. Traganitis, Georgios B. Giannakis:
Unsupervised Ensemble Classification With Sequential and Networked Data. IEEE Trans. Knowl. Data Eng. 34(10): 5009-5022 (2022) - [j446]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability. IEEE Trans. Signal Process. 70: 17-30 (2022) - [c460]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Active Sampling over Graphs for Bayesian Reconstruction with Gaussian Ensembles. IEEECONF 2022: 58-64 - [c459]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge Computing. IEEECONF 2022: 1086-1090 - [c458]Panagiotis A. Traganitis, Georgios B. Giannakis:
Identifying Dependent Annotators in Crowdsourcing. IEEECONF 2022: 1276-1280 - [c457]Alireza Sadeghi, Georgios B. Giannakis:
Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets. EUSIPCO 2022: 802-806 - [i141]Manish Kumar Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis:
Time-domain Generalization of Kron Reduction. CoRR abs/2203.12084 (2022) - [i140]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR abs/2205.14090 (2022) - [i139]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Weighted Ensembles for Active Learning with Adaptivity. CoRR abs/2206.05009 (2022) - [i138]Jia Yan, Qin Lu, Georgios B. Giannakis:
Bayesian Optimization for Online Management in Dynamic Mobile Edge Computing. CoRR abs/2211.09178 (2022) - 2021
- [j445]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang:
Resonant Beam Communications With Echo Interference Elimination. IEEE Internet Things J. 8(4): 2875-2885 (2021) - [j444]Evan Faulkner, Zelin Yun, Shengli Zhou, Zhijie Jerry Shi, Song Han, Georgios B. Giannakis:
An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical Layer. IEEE Internet Things J. 8(11): 9206-9218 (2021) - [j443]Jun Sun, Shibo Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity Markets. IEEE Trans. Control. Netw. Syst. 8(2): 803-815 (2021) - [j442]Dimitris Berberidis, Georgios B. Giannakis:
Node Embedding with Adaptive Similarities for Scalable Learning over Graphs. IEEE Trans. Knowl. Data Eng. 33(2): 637-650 (2021) - [j441]Vassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Coupled Graphs and Tensor Factorization for Recommender Systems and Community Detection. IEEE Trans. Knowl. Data Eng. 33(3): 909-920 (2021) - [j440]Qin Lu, Georgios B. Giannakis:
Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational Graphs. IEEE Trans. Signal Inf. Process. over Networks 7: 166-176 (2021) - [j439]Mingqing Liu, Hao Deng, Qingwen Liu, Jie Zhou, Mingliang Xiong, Liuqing Yang, Georgios B. Giannakis:
Simultaneous Mobile Information and Power Transfer by Resonant Beam. IEEE Trans. Signal Process. 69: 2766-2778 (2021) - [j438]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Qingwei Jiang, Liuqing Yang, Georgios B. Giannakis:
Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant Beam. IEEE Trans. Signal Process. 69: 2833-2843 (2021) - [j437]Bingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus:
A Momentum-Guided Frank-Wolfe Algorithm. IEEE Trans. Signal Process. 69: 3597-3611 (2021) - [j436]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang, Georgios B. Giannakis:
End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant Beam. IEEE Trans. Signal Process. 69: 3642-3652 (2021) - [c456]Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao:
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. AAAI 2021: 8324-8331 - [c455]Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao:
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. AAAI 2021: 10156-10164 - [c454]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet Features. ACSCC 2021: 182-186 - [c453]Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis:
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC 2021: 1018-1022 - [c452]Qin Lu, Georgios B. Giannakis:
Spatio-Temporal Inference of Dynamical Gaussian Processes Over Graphs. ACSCC 2021: 1515-1519 - [c451]Panagiotis A. Traganitis, Georgios B. Giannakis:
Identifying Spammers to Boost Crowdsourced Classification. ICASSP 2021: 2840-2844 - [c450]Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis:
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. ICASSP 2021: 3190-3194 - [c449]Qin Lu, Georgios B. Giannakis:
Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance Guarantees. ICASSP 2021: 3485-3489 - [c448]Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis:
Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts. ICASSP 2021: 5220-5224 - [c447]Vassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis:
Unveiling Anomalous Nodes Via Random Sampling and Consensus on Graphs. ICASSP 2021: 5499-5503 - [c446]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Accelerating Frank-Wolfe with Weighted Average Gradients. ICASSP 2021: 5529-5533 - [c445]Panagiotis A. Traganitis, Georgios B. Giannakis:
Detecting adversaries in Crowdsourcing. ICDM 2021: 1373-1378 - [c444]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. NeurIPS 2021: 21244-21255 - [c443]Panagiotis A. Traganitis, Georgios B. Giannakis:
Bayesian Crowdsourcing with Constraints. ECML/PKDD (3) 2021: 543-559 - [c442]Panagiotis A. Traganitis, Georgios B. Giannakis:
Bayesian constrained decision fusion. SPAWC 2021: 166-170 - [i137]Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis:
Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks. CoRR abs/2104.08637 (2021) - [i136]Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang, Georgios B. Giannakis:
End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer using Resonant Beam. CoRR abs/2106.05769 (2021) - [i135]Panagiotis A. Traganitis, Georgios B. Giannakis:
Detecting adversaries in Crowdsourcing. CoRR abs/2110.04117 (2021) - [i134]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. CoRR abs/2110.04243 (2021) - [i133]Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis:
Incremental Ensemble Gaussian Processes. CoRR abs/2110.06777 (2021) - [i132]Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis:
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR abs/2110.10582 (2021) - [i131]Qin Lu, Georgios B. Giannakis:
Robust and Adaptive Temporal-Difference Learning Using An Ensemble of Gaussian Processes. CoRR abs/2112.00882 (2021) - 2020
- [j435]Mingqing Liu, Gang Wang, Georgios B. Giannakis, Mingliang Xiong, Qingwen Liu, Hao Deng:
Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. IEEE Internet Things J. 7(3): 2223-2234 (2020) - [j434]Andrea Simonetto, Emiliano Dall'Anese, Santiago Paternain, Geert Leus, Georgios B. Giannakis:
Time-Varying Convex Optimization: Time-Structured Algorithms and Applications. Proc. IEEE 108(11): 2032-2048 (2020) - [j433]Pere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis:
Generalization Error Bounds for Kernel Matrix Completion and Extrapolation. IEEE Signal Process. Lett. 27: 326-330 (2020) - [j432]Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun:
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 11(3): 2313-2323 (2020) - [j431]Yanning Shen, Xiao Fu, Georgios B. Giannakis, Nicholas D. Sidiropoulos:
Topology Identification of Directed Graphs via Joint Diagonalization of Correlation Matrices. IEEE Trans. Signal Inf. Process. over Networks 6: 271-283 (2020) - [j430]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis:
Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network Modes. IEEE Trans. Signal Process. 68: 2586-2597 (2020) - [j429]Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa:
Graph-Based Learning Under Perturbations via Total Least-Squares. IEEE Trans. Signal Process. 68: 2870-2882 (2020) - [j428]Donghoon Lee, Georgios B. Giannakis:
A Variational Bayes Approach to Adaptive Radio Tomography. IEEE Trans. Signal Process. 68: 3779-3792 (2020) - [j427]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks. IEEE Trans. Signal Process. 68: 4583-4596 (2020) - [j426]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-Relational and Robust Learning. IEEE Trans. Signal Process. 68: 6535-6546 (2020) - [j425]Wen Fang, Gang Wang, Georgios B. Giannakis, Qingwen Liu, Xin Wang, Hao Deng:
Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices. IEEE Trans. Veh. Technol. 69(3): 3330-3340 (2020) - [c441]Konstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis:
Unveiling Anomalous Edges and Nominal Connectivity of Attributed Networks. ACSSC 2020: 726-730 - [c440]Bingcong Li, Meng Ma, Georgios B. Giannakis:
On the Convergence of SARAH and Beyond. AISTATS 2020: 223-233 - [c439]Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis:
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. AISTATS 2020: 1910-1920 - [c438]Gang Wang, Georgios B. Giannakis:
Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-Learning. AISTATS 2020: 3015-3024 - [c437]Jun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang:
Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function Approximation. AISTATS 2020: 4485-4495 - [c436]Panagiotis A. Traganitis, Georgios B. Giannakis:
Constrained Clustering using Gaussian Processes. EUSIPCO 2020: 1457-1461 - [c435]Meng Ma, Georgios B. Giannakis:
Preconditioning ADMM for Fast Decentralized Optimization. ICASSP 2020: 3142-3146 - [c434]Alireza Sadeghi, Gang Wang, Georgios B. Giannakis:
Hierarchical Caching via Deep Reinforcement Learning. ICASSP 2020: 3532-3536 - [c433]Bingcong Li, Mario Coutiño, Georgios B. Giannakis:
Revisit of Estimate Sequence for Accelerated Gradient Methods. ICASSP 2020: 3602-3606 - [c432]Mario Coutino, Georgios Vasileios Karanikolas, Geert Leus, Georgios B. Giannakis:
Self-Driven Graph Volterra Models for Higher-Order Link Prediction. ICASSP 2020: 3887-3891 - [c431]Panagiotis A. Traganitis, Dimitris Berberidis, Georgios B. Giannakis:
Active Learning with Unsupervised Ensembles of Classifiers. ICASSP 2020: 3967-3971 - [c430]Qiuling Yang, Mario Coutino, Gang Wang, Georgios B. Giannakis, Geert Leus:
Learning connectivity and higher-order interactions in radial distribution grids. ICASSP 2020: 5555-5559 - [c429]Qin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis:
Semi-Supervised Learning of Processes Over Multi-Relational Graphs. ICASSP 2020: 5560-5564 - [c428]Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis:
Resilient to Byzantine Attacks Finite-Sum Optimization Over Networks. ICASSP 2020: 5910-5914 - [c427]Vassilis N. Ioannidis, Georgios B. Giannakis:
Defending Graph Convolutional Networks Against Adversarial Attacks. ICASSP 2020: 8469-8473 - [c426]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Pruned Graph Scattering Transforms. ICLR 2020 - [c425]Bingcong Li, Lingda Wang, Georgios B. Giannakis:
Almost Tune-Free Variance Reduction. ICML 2020: 5969-5978 - [c424]Fatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis:
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks. ITA 2020: 1-16 - [c423]Gang Wang, Songtao Lu, Georgios B. Giannakis, Gerald Tesauro, Jian Sun:
Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis. NeurIPS 2020 - [c422]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Deep Policy Gradient for Reactive Power Control in Distribution Systems. SmartGridComm 2020: 1-6 - [c421]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors. SmartGridComm 2020: 1-6 - [i130]Vassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis:
Efficient and Stable Graph Scattering Transforms via Pruning. CoRR abs/2001.09882 (2020) - [i129]Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun:
Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors. CoRR abs/2003.01667 (2020) - [i128]Vassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis:
Tensor Graph Convolutional Networks for Multi-relational and Robust Learning. CoRR abs/2003.07729 (2020) - [i127]Wen Fang, Gang Wang, Georgios B. Giannakis, Qingwen Liu, Xin Wang, Hao Deng:
Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile Devices. CoRR abs/2004.06349 (2020) - [i126]Mingqing Liu, Gang Wang, Georgios B. Giannakis, Mingliang Xiong, Qingwen Liu, Hao Deng:
Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service Quality. CoRR abs/2004.08520 (2020) - [i125]Mingliang Xiong, Qingwen Liu, Gang Wang, Georgios B. Giannakis, Chuan Huang:
Resonant Beam Communications: Principles and Designs. CoRR abs/2004.08642 (2020) - [i124]Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami:
Reinforcement Learning for Caching with Space-Time Popularity Dynamics. CoRR abs/2005.09155 (2020) - [i123]Andrea Simonetto, Emiliano Dall'Anese, Santiago Paternain, Geert Leus, Georgios B. Giannakis:
Time-Varying Convex Optimization: Time-Structured Algorithms and Applications. CoRR abs/2006.08500 (2020) - [i122]Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung:
Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets. CoRR abs/2006.09992 (2020) - [i121]Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus:
How Does Momentum Help Frank Wolfe? CoRR