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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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2022

Proceedings, refereed

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