Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast

Thomas Ferté; Dan Dutartre; Boris P Hejblum; Romain Griffier; Vianney Jouhet; Rodolphe Thiébaut; Pierrick Legrand; Xavier Hinaut

2024 ICML ICML 2024

Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics and Healthcare & Medicine

Authors

Thomas Ferté, Dan Dutartre, Boris P Hejblum, Romain Griffier, Vianney Jouhet, Rodolphe Thiébaut, Pierrick Legrand, Xavier Hinaut

Topics

Machine Learning > Application Areas > Efficient Computing Data Science & Analytics > Methods > Time Series Healthcare & Medicine > Clinical > Medical AI

Keywords

reservoir computing high dimensional genetic algorithm hospitalization forecast sars-cov-2 short time series

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