Search Results for author: Guy Sagi

Found 2 papers, 0 papers with code

GSP-KalmanNet: Tracking Graph Signals via Neural-Aided Kalman Filtering

no code implementations28 Nov 2023 Itay Buchnik, Guy Sagi, Nimrod Leinwand, Yuval Loya, Nir Shlezinger, Tirza Routtenberg

Dynamic systems of graph signals are encountered in various applications, including social networks, power grids, and transportation.

GSP-Based MAP Estimation of Graph Signals

no code implementations23 Sep 2022 Guy Sagi, Tirza Routtenberg

In this paper we propose two new estimators that are both based on the Gauss-Newton method: 1) the elementwise graph-frequency-domain MAP (eGFD-MAP) estimator; and 2) the graph signal processing MAP (GSP-MAP) estimator.

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