Aref Einizade

Orcid: 0000-0002-8546-7261

According to our database1, Aref Einizade authored at least 13 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals.
IEEE Trans. Cogn. Dev. Syst., February, 2024

Estimation of a causal directed acyclic graph process using non-gaussianity.
Digit. Signal Process., 2024

Spatiotemporal Forecasting Meets Efficiency: Causal Graph Process Neural Networks.
CoRR, 2024

Continuous Product Graph Neural Networks.
CoRR, 2024

2023
ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation.
Neural Networks, July, 2023

Learning Product Graphs From Spectral Templates.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms.
IEEE Trans. Signal Inf. Process. over Networks, 2023

Kernel-based Joint Multiple Graph Learning and Clustering of Graph Signals.
CoRR, 2023

Explainable automated seizure detection using attentive deep multi-view networks.
Biomed. Signal Process. Control., 2023

2022
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Trans. Signal Inf. Process. over Networks, 2022

Robust blind separation of smooth graph signals using minimization of graph regularized mutual information.
Digit. Signal Process., 2022

Estimation of a Causal Directed Acyclic Graph Process using Non-Gaussianity.
CoRR, 2022

2021
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources.
IEEE Signal Process. Lett., 2021


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