Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics von Giannakis, Georgios B., Shen, Yanning, Karanikolas, Georgios Vasileios

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Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks von Zhang, Liang, Wang, Gang, Giannakis, Georgios B.

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Distributed Robust Power System State Estimation von Kekatos, Vassilis, Giannakis, Georgios B.

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Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization von Wang, Gang, Giannakis, Georgios B., Chen, Jie

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Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities von Sadeghi, Alireza, Sheikholeslami, Fatemeh, Giannakis, Georgios B.

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Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning von Yang, Qiuling, Wang, Gang, Sadeghi, Alireza, Giannakis, Georgios B., Sun, Jian

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Robust Energy Management for Microgrids With High-Penetration Renewables von Zhang, Yu, Gatsis, Nikolaos, Giannakis, Georgios B.

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Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow von Wang, Gang, Giannakis, Georgios B., Eldar, Yonina C.

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Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks von Wu, Zhaoxian, Ling, Qing, Chen, Tianyi, Giannakis, Georgios B.

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Time-Varying Convex Optimization: Time-Structured Algorithms and Applications von Simonetto, Andrea, Dall'Anese, Emiliano, Paternain, Santiago, Leus, Geert, Giannakis, Georgios B.

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Subspace Learning and Imputation for Streaming Big Data Matrices and Tensors von Mardani, Morteza, Mateos, Gonzalo, Giannakis, Georgios B.

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Exploiting Sparse User Activity in Multiuser Detection von Hao Zhu, Giannakis, Georgios B

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An Online Convex Optimization Approach to Proactive Network Resource Allocation von Tianyi Chen, Qing Ling, Giannakis, Georgios B.

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Graph Multiview Canonical Correlation Analysis von Jia Chen, Gang Wang, Giannakis, Georgios B.

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Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling von Hao Zhu, Leus, Geert, Giannakis, Georgios B

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Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information von Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Giannakis, Georgios B., Paulraj, Arogyaswami

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Kernel-Based Reconstruction of Graph Signals von Romero, Daniel, Meng Ma, Giannakis, Georgios B.

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Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks von Shen, Yanning, Giannakis, Georgios B., Baingana, Brian

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Robust and Scalable Power System State Estimation via Composite Optimization von Wang, Gang, Giannakis, Georgios B., Chen, Jie

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Distributed Optimal Power Flow for Smart Microgrids von Dall'Anese, Emiliano, Zhu, Hao, Giannakis, Georgios B.

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