Luis M. Lopez-Ramos

K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Efficient Interpretable Nonlinear Modeling for Multiple Time Series

IEEE Transactions on Signal Processing

B. Zaman, L. M. Lopez-Ramos 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

E. Ruiz, L. M. Lopez-Ramos and B. Beferull-Lozano

Zero-delay Consistent Signal Reconstruction from Streamed Multi-variate time-series

IEEE Transactions on Signal Processing

E. Ruiz, L. M. Lopez-Ramos and B. Beferull-Lozano

A Trainable Approach to Zero-delay Smoothing Spline Interpolation

IEEE Transactions on Signal Processing

K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

Joint Learning of Topology and Invertible Nonlinearities from Multiple Time Series

IEEE International Conference on Machine Learning, Optimization, and Data Science (ISMODE)

K. Roy, L. M. Lopez-Ramos and B. Beferull-Lozano

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

IEEE Asilomar Conference on Signals, Systems, and Computers