Georgios B. Giannakis - researchr alias

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Viewing Publication 1 - 100 from 919

2024

Bayesian Optimization for Online Management in Dynamic Mobile Edge ComputingJia Yan, Qin Lu 0002, Georgios B. Giannakis. TWC, 23(4):3425-3436, April 2024. [doi]

2023

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian ProcessQin Lu 0002, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis. pami, 45(9):11283-11296, September 2023. [doi]

Incremental Ensemble Gaussian ProcessesQin Lu 0002, Georgios Vasileios Karanikolas, Georgios B. Giannakis. pami, 45(2):1876-1893, 2023. [doi]

Resonant Beam SWIPT With Telescope and Second HarmonicYunfeng Bai, Qingwen Liu, Liuqing Yang 0001, Georgios B. Giannakis, Wen Fang, Mingliang Xiong. TWC, 22(7):4962-4973, July 2023. [doi]

Integrated Distributed Wireless Sensing with Over-The-Air Federated LearningShijian Gao, Jia Yan, Georgios B. Giannakis. igarss 2023: 600-603 [doi]

Fast Inverter Control by Learning the OPF Mapping Using Sensitivity-Informed Gaussian ProcessesMana Jalali, Manish K. Singh, Vassilis Kekatos, Georgios B. Giannakis, Chen-Ching Liu. tsg, 14(3):2432-2445, May 2023. [doi]

Robust Identification of Graph StructureGeorgios Vasileios Karanikolas, Georgios B. Giannakis. camsap 2023: 486-490 [doi]

Higher-Order Link Prediction Via Learnable Maximum Mean DiscrepancyGeorgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis. icassp 2023: 1-5 [doi]

Enhancing Sharpness-Aware Optimization Through Variance SuppressionBingcong Li, Georgios B. Giannakis. nips 2023: [doi]

Conic Descent Redux for Memory-Efficient OptimizationBingcong Li, Georgios B. Giannakis. acssc 2023: 594-601 [doi]

Bayesian Optimization with Ensemble Learning Models and Adaptive Expected ImprovementKonstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis. icassp 2023: 1-5 [doi]

Bayesian Self-Supervised Learning Using Local and Global Graph InformationKonstantinos D. Polyzos, Alireza Sadeghi, Georgios B. Giannakis. camsap 2023: 256-260 [doi]

Physics-Informed Transfer Learning for Voltage Stability Margin PredictionManish K. Singh, Konstantinos D. Polyzos, Panagiotis A. Traganitis, Sairaj V. Dhople, Georgios B. Giannakis. icassp 2023: 1-5 [doi]

Time-Domain Generalization of Kron ReductionManish K. Singh, Sairaj V. Dhople, Florian Dörfler, Georgios B. Giannakis. csysl, 7:259-264, 2023. [doi]

Autoregressive graph Volterra models and applicationsQiuling Yang, Mario Coutino, Geert Leus, Georgios B. Giannakis. ejasp, 2023(1):4, December 2023. [doi]

Scalable Bayesian Meta-Learning through Generalized Implicit GradientsYilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis. AAAI 2023: 11298-11306 [doi]

2022

Lazily Aggregated Quantized Gradient Innovation for Communication-Efficient Federated LearningJun Sun 0014, Tianyi Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang. pami, 44(4):2031-2044, 2022. [doi]

Communication-Efficient Policy Gradient Methods for Distributed Reinforcement LearningTianyi Chen, Kaiqing Zhang, Georgios B. Giannakis, Tamer Basar. tcns, 9(2):917-929, 2022. [doi]

Efficient and Stable Graph Scattering Transforms via PruningVassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis. pami, 44(3):1232-1246, 2022. [doi]

Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and ScalabilityKonstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis. tsp, 70:17-30, 2022. [doi]

Active Sampling over Graphs for Bayesian Reconstruction with Gaussian EnsemblesKonstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis. acssc 2022: 58-64 [doi]

Learning while Respecting Privacy and Robustness to Adversarial Distributed DatasetsAlireza Sadeghi, Georgios B. Giannakis. eusipco 2022: 802-806 [doi]

Unsupervised Ensemble Classification With Sequential and Networked DataPanagiotis A. Traganitis, Georgios B. Giannakis. tkde, 34(10):5009-5022, 2022. [doi]

Identifying Dependent Annotators in CrowdsourcingPanagiotis A. Traganitis, Georgios B. Giannakis. acssc 2022: 1276-1280 [doi]

Bayesian Optimization for Task Offloading and Resource Allocation in Mobile Edge ComputingJia Yan, Qin Lu 0002, Georgios B. Giannakis. acssc 2022: 1086-1090 [doi]

2021

Probabilistic Reconstruction of Spatio-Temporal Processes Over Multi-Relational GraphsQin Lu 0002, Georgios B. Giannakis. tsipn, 7:166-176, 2021. [doi]

Spatio-Temporal Inference of Dynamical Gaussian Processes Over GraphsQin Lu 0002, Georgios B. Giannakis. acssc 2021: 1515-1519 [doi]

Gaussian Process Temporal-Difference Learning with Scalability and Worst-Case Performance GuaranteesQin Lu 0002, Georgios B. Giannakis. icassp 2021: 3485-3489 [doi]

Cross Service Providers Workload Balancing for Data Centers in Deregulated Electricity MarketsJun Sun 0014, Shibo Chen, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang. tcns, 8(2):803-815, 2021. [doi]

Node Embedding with Adaptive Similarities for Scalable Learning over GraphsDimitris Berberidis, Georgios B. Giannakis. tkde, 33(2):637-650, 2021. [doi]

Safety Analysis of Long-Range and High-Power Wireless Power Transfer Using Resonant BeamWen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Qingwei Jiang, Liuqing Yang 0001, Georgios B. Giannakis. tsp, 69:2833-2843, 2021. [doi]

End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer Using Resonant BeamWen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang 0001, Georgios B. Giannakis. tsp, 69:3642-3652, 2021. [doi]

An Advanced GNU Radio Receiver of IEEE 802.15.4 OQPSK Physical LayerEvan Faulkner, Zelin Yun, Shengli Zhou, Zhijie Jerry Shi, Song Han 0002, Georgios B. Giannakis. iotj, 8(11):9206-9218, 2021. [doi]

Coupled Graphs and Tensor Factorization for Recommender Systems and Community DetectionVassilis N. Ioannidis, Ahmed S. Zamzam, Georgios B. Giannakis, Nicholas D. Sidiropoulos. tkde, 33(3):909-920, 2021. [doi]

Unveiling Anomalous Nodes Via Random Sampling and Consensus on GraphsVassilis N. Ioannidis, Dimitris Berberidis, Georgios B. Giannakis. icassp 2021: 5499-5503 [doi]

Online Unsupervised Learning Using Ensemble Gaussian Processes with Random FeaturesGeorgios Vasileios Karanikolas, Qin Lu 0002, Georgios B. Giannakis. icassp 2021: 3190-3194 [doi]

A Momentum-Guided Frank-Wolfe AlgorithmBingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus. tsp, 69:3597-3611, 2021. [doi]

Heavy Ball Momentum for Conditional GradientBingcong Li, Alireza Sadeghi, Georgios B. Giannakis. nips 2021: 21244-21255 [doi]

Enhancing Parameter-Free Frank Wolfe with an Extra SubproblemBingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao. AAAI 2021: 8324-8331 [doi]

Simultaneous Mobile Information and Power Transfer by Resonant BeamMingqing Liu, Hao Deng, Qingwen Liu, Jie Zhou, Mingliang Xiong, Liuqing Yang 0001, Georgios B. Giannakis. tsp, 69:2766-2778, 2021. [doi]

On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource AllocationKonstantinos D. Polyzos, Qin Lu 0002, Alireza Sadeghi, Georgios B. Giannakis. acssc 2021: 1018-1022 [doi]

Online Graph-Guided Inference Using Ensemble Gaussian Processes of Egonet FeaturesKonstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis. acssc 2021: 182-186 [doi]

Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process ExpertsKonstantinos D. Polyzos, Qin Lu 0002, Georgios B. Giannakis. icassp 2021: 5220-5224 [doi]

Bayesian Crowdsourcing with ConstraintsPanagiotis A. Traganitis, Georgios B. Giannakis. pkdd 2021: 543-559 [doi]

Identifying Spammers to Boost Crowdsourced ClassificationPanagiotis A. Traganitis, Georgios B. Giannakis. icassp 2021: 2840-2844 [doi]

Detecting adversaries in CrowdsourcingPanagiotis A. Traganitis, Georgios B. Giannakis. icdm 2021: 1373-1378 [doi]

Bayesian constrained decision fusionPanagiotis A. Traganitis, Georgios B. Giannakis. spawc 2021: 166-170 [doi]

Adversarial Linear Contextual Bandits with Graph-Structured Side ObservationsLingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao. AAAI 2021: 10156-10164 [doi]

Resonant Beam Communications With Echo Interference EliminationMingliang Xiong, Qingwen Liu, Gang Wang 0014, Georgios B. Giannakis, Sihai Zhang, Jinkang Zhu, Chuan Huang. iotj, 8(4):2875-2885, 2021. [doi]

Accelerating Frank-Wolfe with Weighted Average GradientsYilang Zhang, Bingcong Li, Georgios B. Giannakis. icassp 2021: 5529-5533 [doi]

2020

Graph-Adaptive Semi-Supervised Tracking of Dynamic Processes Over Switching Network ModesQin Lu 0002, Vassilis N. Ioannidis, Georgios B. Giannakis. tsp, 68:2586-2597, 2020. [doi]

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time AnalysisGang Wang 0014, Songtao Lu, Georgios B. Giannakis, Gerald Tesauro, Jian Sun 0003. nips 2020: [doi]

Graph-Based Learning Under Perturbations via Total Least-SquaresElena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa. tsp, 68:2870-2882, 2020. [doi]

Self-Driven Graph Volterra Models for Higher-Order Link PredictionMario Coutino, Georgios Vasileios Karanikolas, Geert Leus, Georgios B. Giannakis. icassp 2020: 3887-3891 [doi]

Channel-Dependent Scheduling in Wireless Energy Transfer for Mobile DevicesWen Fang, Gang Wang 0014, Georgios B. Giannakis, Qingwen Liu, Xin Wang 0003, Hao Deng. tvt, 69(3):3330-3340, 2020. [doi]

Generalization Error Bounds for Kernel Matrix Completion and ExtrapolationPere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis. spl, 27:326-330, 2020. [doi]

Defending Graph Convolutional Networks Against Adversarial AttacksVassilis N. Ioannidis, Georgios B. Giannakis. icassp 2020: 8469-8473 [doi]

Pruned Graph Scattering TransformsVassilis N. Ioannidis, Siheng Chen, Georgios B. Giannakis. iclr 2020: [doi]

Tensor Graph Convolutional Networks for Multi-Relational and Robust LearningVassilis N. Ioannidis, Antonio G. Marques, Georgios B. Giannakis. tsp, 68:6535-6546, 2020. [doi]

A Variational Bayes Approach to Adaptive Radio TomographyDonghoon Lee, Georgios B. Giannakis. tsp, 68:3779-3792, 2020. [doi]

On the Convergence of SARAH and BeyondBingcong Li, Meng Ma, Georgios B. Giannakis. aistats 2020: 223-233 [doi]

Revisit of Estimate Sequence for Accelerated Gradient MethodsBingcong Li, Mario Coutiño, Georgios B. Giannakis. icassp 2020: 3602-3606 [doi]

Almost Tune-Free Variance ReductionBingcong Li, Lingda Wang, Georgios B. Giannakis. icml 2020: 5969-5978 [doi]

Wireless Power Transmitter Deployment for Balancing Fairness and Charging Service QualityMingqing Liu, Gang Wang 0014, Georgios B. Giannakis, Mingliang Xiong, Qingwen Liu, Hao Deng. iotj, 7(3):2223-2234, 2020. [doi]

Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with ScalabilityQin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis. aistats 2020: 1910-1920 [doi]

Semi-Supervised Learning of Processes Over Multi-Relational GraphsQin Lu, Vassilis N. Ioannidis, Georgios B. Giannakis. icassp 2020: 5560-5564 [doi]

Preconditioning ADMM for Fast Decentralized OptimizationMeng Ma, Georgios B. Giannakis. icassp 2020: 3142-3146 [doi]

Unveiling Anomalous Edges and Nominal Connectivity of Attributed NetworksKonstantinos D. Polyzos, Costas Mavromatis, Vassilis N. Ioannidis, Georgios B. Giannakis. acssc 2020: 726-730 [doi]

Hierarchical Caching via Deep Reinforcement LearningAlireza Sadeghi, Gang Wang, Georgios B. Giannakis. icassp 2020: 3532-3536 [doi]

Minimum Uncertainty Based Detection of Adversaries in Deep Neural NetworksFatemeh Sheikholeslami, Swayambhoo Jain, Georgios B. Giannakis. ita 2020: 1-16 [doi]

Topology Identification of Directed Graphs via Joint Diagonalization of Correlation MatricesYanning Shen, Xiao Fu 0001, Georgios B. Giannakis, Nicholas D. Sidiropoulos. tsipn, 6:271-283, 2020. [doi]

Time-Varying Convex Optimization: Time-Structured Algorithms and ApplicationsAndrea Simonetto, Emiliano Dall'Anese, Santiago Paternain, Geert Leus, Georgios B. Giannakis. pieee, 108(11):2032-2048, 2020. [doi]

Finite-Time Analysis of Decentralized Temporal-Difference Learning with Linear Function ApproximationJun Sun, Gang Wang, Georgios B. Giannakis, Qinmin Yang, Zaiyue Yang. aistats 2020: 4485-4495 [doi]

Active Learning with Unsupervised Ensembles of ClassifiersPanagiotis A. Traganitis, Dimitris Berberidis, Georgios B. Giannakis. icassp 2020: 3967-3971 [doi]

Constrained Clustering using Gaussian ProcessesPanagiotis A. Traganitis, Georgios B. Giannakis. eusipco 2020: 1457-1461 [doi]

Finite-Time Error Bounds for Biased Stochastic Approximation with Applications to Q-LearningGang Wang, Georgios B. Giannakis. aistats 2020: 3015-3024 [doi]

Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine AttacksZhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis. tsp, 68:4583-4596, 2020. [doi]

Resilient to Byzantine Attacks Finite-Sum Optimization Over NetworksZhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis. icassp 2020: 5910-5914 [doi]

Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement LearningQiuling Yang, Gang Wang 0014, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun 0003. tsg, 11(3):2313-2323, 2020. [doi]

Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable PriorsQiuling Yang, Alireza Sadeghi, Gang Wang 0014, Georgios B. Giannakis, Jian Sun 0003. smartgridcomm 2020: 1-6 [doi]

Deep Policy Gradient for Reactive Power Control in Distribution SystemsQiuling Yang, Alireza Sadeghi, Gang Wang 0014, Georgios B. Giannakis, Jian Sun 0003. smartgridcomm 2020: 1-6 [doi]

Learning connectivity and higher-order interactions in radial distribution gridsQiuling Yang, Mario Coutino, Gang Wang, Georgios B. Giannakis, Geert Leus. icassp 2020: 5555-5559 [doi]

2019

Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural NetworksLiang Zhang 0006, Gang Wang 0014, Georgios B. Giannakis. tsp, 67(15):4069-4077, 2019. [doi]

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and GeneralizationGang Wang 0014, Georgios B. Giannakis, Jie Chen 0003. tsp, 67(9):2357-2370, 2019. [doi]

Distribution system state estimation: an overview of recent developmentsGang Wang 0014, Georgios B. Giannakis, Jie Chen 0003, Jian Sun 0003. jzusc, 20(1):4-17, 2019. [doi]

Robust and Scalable Power System State Estimation via Composite OptimizationGang Wang 0014, Georgios B. Giannakis, Jie Chen 0003. tsg, 10(6):6137-6147, 2019. [doi]

Robust Power System State Estimation From Rank-One MeasurementsGang Wang 0014, Hao Zhu 0001, Georgios B. Giannakis, Jian Sun 0003. tcns, 6(4):1391-1403, 2019. [doi]

Bandit Convex Optimization for Scalable and Dynamic IoT ManagementTianyi Chen, Georgios B. Giannakis. iotj, 6(1):1276-1286, 2019. [doi]

Matrix Completion and Extrapolation via Kernel RegressionPere Giménez-Febrer, Alba Pagès-Zamora, Georgios B. Giannakis. tsp, 67(19):5004-5017, 2019. [doi]

Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic GraphsVassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis. tsp, 67(9):2263-2274, 2019. [doi]

Adaptive Bayesian Radio TomographyDonghoon Lee, Dimitris Berberidis, Georgios B. Giannakis. tsp, 67(8):1964-1977, 2019. [doi]

Compressed Sensing with Applications in Wireless NetworksMarkus Leinonen, Marian Codreanu, Georgios B. Giannakis. ftsig, 13(1-2):1-282, 2019. [doi]

Real-Time Energy Management in Microgrids With Reduced Battery Capacity RequirementsBingcong Li, Tianyi Chen, Xin Wang 0003, Georgios B. Giannakis. tsg, 10(2):1928-1938, 2019. [doi]

Secure Mobile Edge Computing in IoT via Collaborative Online LearningBingcong Li, Tianyi Chen, Georgios B. Giannakis. tsp, 67(23):5922-5935, 2019. [doi]

Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery NetworksAlireza Sadeghi, Gang Wang 0014, Georgios B. Giannakis. tccn, 5(4):1024-1033, 2019. [doi]

Random Feature-based Online Multi-kernel Learning in Environments with Unknown DynamicsYanning Shen, Tianyi Chen, Georgios B. Giannakis. jmlr, 20, 2019. [doi]

Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain NetworksYanning Shen, Georgios B. Giannakis, Brian Baingana. tsp, 67(20):5325-5339, 2019. [doi]

Online Graph-Adaptive Learning With Scalability and PrivacyYanning Shen, Geert Leus, Georgios B. Giannakis. tsp, 67(9):2471-2483, 2019. [doi]

Resonant Beam Communications: Principles and DesignsMingliang Xiong, Qingwen Liu, Gang Wang 0014, Georgios B. Giannakis, Chuan Huang. cm, 57(10):34-39, 2019. [doi]

Mobile Energy Transfer in Internet of ThingsQingqing Zhang, Gang Wang 0014, Jie Chen 0003, Georgios B. Giannakis, Qingwen Liu. iotj, 6(5):9012-9019, 2019. [doi]

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