Mohammad Sabbaqi

According to our database, Mohammad Sabbaqi authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

GKNet: Graph Kalman Filtering and Model Inference via Model-Based Deep Learning.

Mohammad Sabbaqi, Riccardo Taormina, Elvin Isufi

IEEE Trans. Signal Process., 2026

2024

Spatiotemporal Covariance Neural Networks.

Andrea Cavallo, Mohammad Sabbaqi, Elvin Isufi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Inferring Time Varying Signals over Uncertain Graphs.

Mohammad Sabbaqi, Elvin Isufi

Proceedings of the IEEE International Conference on Acoustics, 2024

Kalman Filtering for Simplicial Processes.

Rohan T. Money, Mohammad Sabbaqi, Joshin Krishnan, Baltasar Beferull-Lozano, Elvin Isufi

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis.

Mohammad Sabbaqi, Elvin Isufi

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Graph-Time Trend Filtering and Unrolling Network.

Mohammad Sabbaqi, Elvin Isufi

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Graph-Time Convolutional Autoencoders.

Mohammad Sabbaqi, Riccardo Taormina, Alan Hanjalic, Elvin Isufi

Proceedings of the Learning on Graphs Conference, 2022

2019

K-Graphs: An Algorithm for Graph Signal Clustering and Multiple Graph Learning.

Hesam Araghi, Mohammad Sabbaqi, Massoud Babaie-Zadeh

IEEE Signal Process. Lett., 2019