Fernando Moreno-Pino

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Rough Transformers for Continuous and Efficient Time-Series Modelling.
CoRR
Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
2024 J jnl
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures.
CoRR
Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
2024 A* conf
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching.
NeurIPS
Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
2023 J jnl
Deep autoregressive models with spectral attention.
Pattern Recognit.
Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
2023 J jnl
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering.
CoRR
Óscar Jiménez Rama, Fernando Moreno-Pino, David Ramírez, Pablo M. Olmos
2023 J jnl
Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data.
CoRR
María Martínez-García, Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
2022 J jnl
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions.
CoRR
Fernando Moreno-Pino, Stefan Zohren
2022 J jnl
Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data.
CoRR
Fernando Moreno-Pino, María Martínez-García, Pablo M. Olmos, Antonio Artés-Rodríguez
2022 J jnl
PyHHMM: A Python Library for Heterogeneous Hidden Markov Models.
CoRR
Fernando Moreno-Pino, Emese Sükei, Pablo M. Olmos, Antonio Artés-Rodríguez
2021 J jnl
Deep Autoregressive Models with Spectral Attention.
CoRR
Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
2020 — conf
Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms.
CinC
Gonzalo R. Ríos-Muñoz, Fernando Moreno-Pino, Nina Soto, Pablo M. Olmos, Antonio Artés-Rodríguez, Francisco Fernandez-Aviles, Angel Arenal