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Most recent publications

R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi

Scalable and Privacy-aware Online Learning of Nonlinear Structural Equation Models

IEEE Open Journal of Signal Processing (2022).
Journal Article
2022
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K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Joint Learning of Topology and Invertible Nonlinearities from Multiple Time Series

In IEEE International Conference on Machine Learning, Optimization, and Data Science (ISMODE), 2022.
Proceedings, refereed
2022
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J. D. Cardenas-Cartagena, M. Elnourani, B. Beferull-Lozano and D. Romero

Risk-Aware Particle-Filtering for State Estimation in Recirculating Aquaculture Systems

In IEEE Asilomar Conference on Signals, Systems, and Computers. IEEE, 2022.
Proceedings, refereed
2022
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K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Joint Signal Estimation and Nonlinear Topology Identification from Noisy Data with Missing Entries

In IEEE Asilomar Conference on Signals, Systems, and Computers. IEEE, 2022.
Proceedings, refereed
2022
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26 November 2021

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2022

Journal articles

R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi

Online Edge Flow Imputation on Networks

IEEE Signal Processing Letters (2022).
Status: Published
R. Money, J. Krishnan, B. Beferull-Lozano and E. Isufi

Scalable and Privacy-aware Online Learning of Nonlinear Structural Equation Models

IEEE Open Journal of Signal Processing (2022).
Status: Published

Proceedings, refereed

L. Ben Saad, A. N. Nama and B. Beferull-Lozano

Neighborhood Graph Neural Networks under Random Perturbations and Quantization Errors

In IEEE International Conference on Signal Processing Advances in Wireless Communications (SPAWC). IEEE, 2022.
Status: Published
J. D. Cardenas-Cartagena, M. Elnourani, B. Beferull-Lozano and D. Romero

Risk-Aware Particle-Filtering for State Estimation in Recirculating Aquaculture Systems

In IEEE Asilomar Conference on Signals, Systems, and Computers. IEEE, 2022.
Status: Published
R. K. Jaiswal, M. Elnourani, S. Deshmukh and B. Beferull-Lozano

Deep Transfer Learning Based Radio Map Estimation for Indoor Wireless Communications

In IEEE International Conference on Signal Processing Advances in Wireless Communications (SPAWC). IEEE, 2022.
Status: Published
R. K. Jaiswal, S. Deshmukh, M. Elnourani and B. Beferull-Lozano

Transfer Learning Based Joint Resource Allocation for Underlay D2D Communications

In IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2022.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs

In 30th European Signal Processing Conference (EUSIPCO). IEEE, 2022.
Status: Published
K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Joint Signal Estimation and Nonlinear Topology Identification from Noisy Data with Missing Entries

In IEEE Asilomar Conference on Signals, Systems, and Computers. IEEE, 2022.
Status: Published
K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Joint Learning of Topology and Invertible Nonlinearities from Multiple Time Series

In IEEE International Conference on Machine Learning, Optimization, and Data Science (ISMODE), 2022.
Status: Accepted