Luis Miguel Lopez-Ramos

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Biomedical Signal Processing

Empirically Derived

Spline Interpolation

Top Venues

IEEE Trans. Signal Process.

Publications

Bakht Zaman, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Emilio Ruiz Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Zero-delay Consistent Signal Reconstruction from Streamed Multivariate Time Series. CoRR (2023)
Kevin Roy, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Efficient Interpretable Nonlinear Modeling for Multiple Time Series. CoRR (2023)
Emilio Ruiz Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
A Trainable Approach to Zero-Delay Smoothing Spline Interpolation. IEEE Trans. Signal Process. 71 (2023)
Kevin Roy, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Joint Signal Estimation and Nonlinear Topology Identification from Noisy Data with Missing Entries. IEEECONF (2022)
Emilio Ruiz Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Zero-delay Consistent and Smooth Trainable Interpolation. CoRR (2022)
Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano
Explainable Nonlinear Modelling of Multiple Time Series with Invertible Neural Networks. INTAP (2021)
Bakht Zaman, Luis Miguel Lopez-Ramos, Daniel Romero, Baltasar Beferull-Lozano
Online Topology Identification From Vector Autoregressive Time Series. IEEE Trans. Signal Process. 69 (2021)
Luis Miguel Lopez-Ramos
Future Perspectives on Automated Machine Learning in Biomedical Signal Processing. INTAP (2021)
Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano
Explainable nonlinear modelling of multiple time series with invertible neural networks. CoRR (2021)
Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
Online Hyperparameter Search Interleaved with Proximal Parameter Updates. CoRR (2020)