Export 21 results:
Filters: Author is Beferull-Lozano, Baltasar  [Clear All Filters]
2022
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.
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.
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.
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.
R. Money, J. Krishnan, B. Beferull-Lozano, and E. Isufi. "Online Edge Flow Imputation on Networks." IEEE Signal Processing Letters (2022).
R. Money, J. Krishnan, and B. Beferull-Lozano. Online Joint Nonlinear Topology Identification and Missing Data Imputation over Dynamic Graphs In European Signal Processing Conference (EUSIPCO). IEEE, 2022.
M. Elnourani, S. Deskmukh, and B. Beferull-Lozano. "Resource Allocation for Underlay Interfering D2D Networks with Multi-antenna and Imperfect CSI." IEEE Transactions on Communications 70, no. 9 (2022): 6066-6082.
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.
M. Elnourani, S. Deshmukh, B. Beferull-Lozano, and D. Romero. "Robust Sum-Rate Maximization for Underlay Device-to-Device Communications on Multiple Channels." IEEE Transactions on Vehicular Technology (2022).
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).
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, 2022.
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 (2022).
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 Wireless Communications and Networking Conference (WCNC): IEEE, 2022.
E. Ruiz, L. M. Lopez-Ramos, and B. Beferull-Lozano. "Zero-delay consistent and smooth trainable Interpolation." IEEE Transactions on Neural Networks and Learning Systems (2022).
2021
J. Bhardwaj, J. P. 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.
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.
R. Sharan, S. Deshmukh, S. R. B. Pillai, and B. Beferull-Lozano. "Energy Efficient AoI Minimization in Opportunistic NOMA/OMA Broadcast Wireless Networks." IEEE Transactions on Green Communications and Networking (2021).
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.
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.
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.
E. Ruiz, and B. Beferull-Lozano. Tracking of quantized signals based on online kernel regression In IEEE International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 2021.