FM
Fernando Moreno-Pino
cs.LGstat.MLcs.AIeess.SPcs.CVcs.MSDeep learningDilated causal convolutionse-healthHigh-frequency data
On Valency
published · living versionsW_xeqskrbu·v1 · currentpublished
Compression Forcing: Hierarchical History Tokenization Enables Flexible World Models
with Siqiao Huang, Partha Kaushik, Michael Chen, Hengkai Pan +3
1 version
Preprints & journals
11 papers in the corpus · 2019–2026Nano World Models: A Minimalist Implementation of Future Video Prediction2605.23993v2 · Siqiao Huang, Partha Kaushik, Michael Chen et al.2026 · 0 citationsarXiv
DeepVol: volatility forecasting from high-frequency data with dilated causal convolutions.39410924 · Moreno-Pino, Fernando, Zohren, Stefan2024 · 25 citationsQuantitative finance. 2024;24(8):1105-1127
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching2405.20799v3 · Fernando Moreno-Pino, 'Alvaro Arroyo, Harrison Waldon et al.2024 · 1 citationarXiv
Rough Transformers for Continuous and Efficient Time-Series Modelling2403.10288v1 · Fernando Moreno-Pino, 'Alvaro Arroyo, Harrison Waldon et al.2024 · 3 citationsarXiv
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering2310.11940v1 · 'Oscar Jim'enez Rama, Fernando Moreno-Pino, David Ram'irez et al.2023 · 1 citationarXiv
Deep Attentive Survival Analysis in Limit Order Books: Estimating Fill Probabilities with Convolutional-Transformers2306.05479v1 · Alvaro Arroyo, Alvaro Cartea, Fernando Moreno-Pino et al.2023 · 27 citationsarXiv
Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data2301.10156v1 · Mar'ia Mart'inez-Garc'ia, Fernando Moreno-Pino, Pablo M. Olmos et al.2023 · 1 citationarXiv
Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data2211.10371v1 · Fernando Moreno-Pino, Mar'ia Mart'inez-Garc'ia, Pablo M. Olmos et al.2022 · 0 citationsarXiv
PyHHMM: A Python Library for Heterogeneous Hidden Markov Models2201.06968v1 · Fernando Moreno-Pino, Emese Sukei, Pablo M. Olmos et al.2022 · 4 citationsarXiv
Deep Autoregressive Models with Spectral Attention2107.05984v2 · Fernando Moreno-Pino, Pablo M. Olmos, Antonio Art'es-Rodr'iguez2021 · 25 citationsarXiv
Validation of Fitbit Charge 2 and Fitbit Alta HR Against Polysomnography for Assessing Sleep in Adults With Obstructive Sleep Apnea.31739855 · Moreno-Pino, Fernando, Porras-Segovia, Alejandro, López-Esteban, Pilar et al.2020 · 112 citationsJournal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine. 2019;15(11):1645-1653
Career total: 18 works. 11 are in this corpus.
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