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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
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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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2022

Proceedings, refereed

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
2021

Journal articles

L. Ben Saad, B. Beferull-Lozano and E. Isufi

Quantization Analysis and Robust Design in Distributed Graph Filters

IEEE Transactions on Signal Processing 70 (2021): 643-658.
Status: Published
J. Bhardwaj, J. Krishnan, D. F. L. Marin, B. Beferull-Lozano, L. R. Cenkeramaddi and C. Harman

Cyber-Physical Systems for Smart Water Networks: A Review

IEEE Sensors Journal 21, no. 23 (2021): 26447-26469.
Status: Published

Proceedings, refereed

J. Bhardwaj, J. Krishnan and B. Beferull-Lozano

Data-Driven Pump Scheduling for Cost Minimization in Water Networks

In 2021 IEEE International Conference on Autonomous Systems (ICAS)2021 IEEE International Conference on Autonomous Systems (ICAS). Montreal, QC, Canada: IEEE, 2021.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Random Feature Approximation for Online Nonlinear Graph Topology Identification

In 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP) 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP). Gold Coast, Australia: IEEE, 2021.
Status: Published
R. Money, J. Krishnan and B. Beferull-Lozano

Online Non-linear Topology Identification from Graph-connected Time Series

In 2021 IEEE Data Science and Learning Workshop (DSLW)2021 IEEE Data Science and Learning Workshop (DSLW). Toronto, ON, Canada: IEEE, 2021.
Status: Published