Luis Miguel Lopez-Ramos

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
Upsampled Vector Autoregressive Processes.
EUSIPCO
Emilio Ruiz-Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2023 J jnl
A Trainable Approach to Zero-Delay Smoothing Spline Interpolation.
IEEE Trans. Signal Process.
Emilio Ruiz-Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2023 J jnl
Efficient Interpretable Nonlinear Modeling for Multiple Time Series.
CoRR
Kevin Roy, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2023 J jnl
Online Joint Topology Identification and Signal Estimation From Streams With Missing Data.
IEEE Trans. Signal Inf. Process. over Networks
Bakht Zaman, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2023 J jnl
Zero-delay Consistent Signal Reconstruction from Streamed Multivariate Time Series.
CoRR
Emilio Ruiz-Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2022 — conf
Joint Signal Estimation and Nonlinear Topology Identification from Noisy Data with Missing Entries.
IEEECONF
Kevin Roy, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2022 J jnl
Zero-delay Consistent and Smooth Trainable Interpolation.
CoRR
Emilio Ruiz-Moreno, Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano
2021 — conf
Explainable Nonlinear Modelling of Multiple Time Series with Invertible Neural Networks.
INTAP
Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano
2021 J jnl
Explainable nonlinear modelling of multiple time series with invertible neural networks.
CoRR
Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano
2021 — conf
Future Perspectives on Automated Machine Learning in Biomedical Signal Processing.
INTAP
Luis Miguel Lopez-Ramos
2021 J jnl
Online Topology Identification From Vector Autoregressive Time Series.
IEEE Trans. Signal Process.
Bakht Zaman, Luis Miguel Lopez-Ramos, Daniel Romero, Baltasar Beferull-Lozano
2020 J jnl
Online Hyperparameter Search Interleaved with Proximal Parameter Updates.
CoRR
Luis Miguel Lopez-Ramos, Baltasar Beferull-Lozano