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Most recent publications

J. Bhardwaj, B. Beferull-Lozano and H. Liltved

Energy-efficient online control of a water distribution network based on Deep Reinforcement Learning

IEEE Internet of Things Journal (2023).
Journal Article
2023
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S. Mollaebrahim and B. Beferull-Lozano

Distributed Linear Network Operators via Successive Graph Shift Matrices

IEEE Transactions on Signal and Information Processing over Networks 9 (2023): 315-328.
Journal Article
2023
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B. Zaman, L. M. Lopez and B. Beferull-Lozano

Online Joint Topology Identification and Signal Estimation from Streams with Missing Data

IEEE Transactions on Signal and Information Processing over Networks (2023).
Journal Article
2023
View
R. Jaiswal, M. Elnourani, S. Deshmukh and B. Beferull-Lozano

Location-free Indoor Radio Map Estimation using Transfer learning

In IEEE Vehicular Technology Conference. Florence: IEEE, 2023.
Proceedings, refereed
2023
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26 November 2021

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2023

Journal articles

J. Bhardwaj, B. Beferull-Lozano and H. Liltved

Energy-efficient online control of a water distribution network based on Deep Reinforcement Learning

IEEE Internet of Things Journal (2023).
Status: Submitted
S. Mollaebrahim and B. Beferull-Lozano

Distributed Linear Network Operators via Successive Graph Shift Matrices

IEEE Transactions on Signal and Information Processing over Networks 9 (2023): 315-328.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Sparse Online Learning with Kernels using Random Features for Estimating Nonlinear Dynamic Graphs

IEEE Transactions on Signal Processing 71 (2023): 2027-2042.
Status: Published
B. Zaman, L. M. Lopez and B. Beferull-Lozano

Online Joint Topology Identification and Signal Estimation from Streams with Missing Data

IEEE Transactions on Signal and Information Processing over Networks (2023).
Status: Accepted

Proceedings, refereed

R. Jaiswal, M. Elnourani, S. Deshmukh and B. Beferull-Lozano

Location-free Indoor Radio Map Estimation using Transfer learning

In IEEE Vehicular Technology Conference. Florence: IEEE, 2023.
Status: Published
J. Krishnan, R. Money, B. Beferull-Lozano and E. Isufi

Simplicial Vector Autoregressive Model for Streaming Edge Flows

In 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023). IEEE, 2023.
Status: Published
2022

Journal articles

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

Online Edge Flow Imputation on Networks

IEEE Signal Processing Letters (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