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Author

Étienne Le Naour

Observed names: Etienne Le Naour, Le Naour, Etienne, Le Naour, Étienne, Naour, Etienne Le
Observed institutions: Centre National de la Recherche Scientifique, AgroParisTech, Sorbonne Université, Électricité de France (France), Institut Systèmes Intelligents et de Robotique, Laboratoire Jacques-Louis Lions, Criteo (France)
ORCID: 0009-0008-1646-0569
Observed ORCID: 0009-0008-1646-0569
OpenAlex ID: A5092160613
WindDragon: automated deep learning for regional wind power forecasting
2025 · Julie Keisler, Etienne Le Naour · Environmental Data Science · 7
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
2024 · Louis Serrano, Thomas X Wang, et al. · neural information processing systems · 4
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Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations
2023 · Naour, Etienne Le, Serrano, Louis, et al. · arXiv (Cornell University) · 2
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Interpretable time series neural representation for classification purposes
2023 · Etienne Le Naour, Ghislain Agoua, et al. · IEEE International Conference on Data Science and Advanced Analytics (DSAA) · 1
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Beyond Pointwise Error: A Multi-Metric Evaluation of Spatial Climate Downscaling
2026 · Masquelier, Loys, Naour, Etienne Le · arXiv (Cornell University)
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LoaDiff: Conditional Generation of Electricity Consumption Time Series for Energy Analytics
2026 · Baranova, Mariia, Petralia, Adrien, et al. · arXiv (Cornell University)
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LoaDiff-CER: 50,000 Synthetic Residential Electricity Load Curves Conditioned on Appliance Ownership
2026 · Baranova, Mariia, Petralia, Adrien, et al. · Zenodo (CERN European Organization for Nuclear Research)
TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning
2026 · Naour, Etienne Le, Nabil, Tahar, et al. · arXiv (Cornell University)
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Investigating simple target-covariate relationships for Chronos-2 and TabPFN-TS
2026 · Berthelier, Gaspard, Baranova, Mariia, et al. · arXiv (Cornell University)
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On the Role of Reversible Instance Normalization
2026 · Berthelier, Gaspard, Nabil, Tahar, et al. · arXiv (Cornell University)
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MoTM: Towards a Foundation Model for Time Series Imputation Based on Continuous Modeling
2026 · Etienne Le Naour, Tahar Nabil, et al. · Lecture notes in computer science
MoTM: Towards a Foundation Model for Time Series Imputation based on Continuous Modeling
2025 · Naour, Etienne Le, Nabil, Tahar, et al. · arXiv (Cornell University)
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Apprentissage de représentations neuronales pour les séries temporelles
2024 · Le Naour, Étienne · theses.fr (ABES)
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Learning neural representation for time series
2024 · Étienne Le Naour
WindDragon: Enhancing wind power forecasting with Automated Deep Learning
2024 · Keisler, Julie, Naour, Etienne Le · arXiv (Cornell University)
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Représentation Interprétable pour la Classification de Séries Temporelles
2023 · Naour, Etienne Le, Agoua, Ghislain, et al. · HAL
Works count: 16
Citation count: 14
H-index: 2
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