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Fernando Moreno-Pino

Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures

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May 31, 2024
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Rough Transformers for Continuous and Efficient Time-Series Modelling

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Mar 15, 2024
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Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering

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Oct 18, 2023
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Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data

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Jan 17, 2023
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Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data

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Nov 08, 2022
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DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions

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Sep 23, 2022
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PyHHMM: A Python Library for Heterogeneous Hidden Markov Models

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Jan 12, 2022
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Deep Autoregressive Models with Spectral Attention

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Jul 13, 2021
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