Search Results for author: Eylem Tugce Guneyi

Found 2 papers, 1 papers with code

Learning Graph ARMA Processes from Time-Vertex Spectra

1 code implementation14 Feb 2023 Eylem Tugce Guneyi, Berkay Yaldiz, Abdullah Canbolat, Elif Vural

The modeling of time-varying graph signals as stationary time-vertex stochastic processes permits the inference of missing signal values by efficiently employing the correlation patterns of the process across different graph nodes and time instants.

Graph Domain Adaptation with Localized Graph Signal Representations

no code implementations7 Nov 2019 Yusuf Yigit Pilavci, Eylem Tugce Guneyi, Cemil Cengiz, Elif Vural

We estimate the unknown target labels by solving an optimization problem where the label information is transferred from the source graph to the target graph based on the prior that the projections of the label functions onto localized graph bases be similar between the source and the target graphs.

Domain Adaptation

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