Romain Ilbert

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 6

Top Topics

Regression Model

Multivariate Time Series

Voice And Data Services

Top Venues

Publications

Romain Ilbert, Thai V. Hoang, Zonghua Zhang
Data Augmentation for Multivariate Time Series Classification: An Experimental Study. CoRR (2024)
Romain Ilbert, Ambroise Odonnat, Vasilii Feofanov, Aladin Virmaux, Giuseppe Paolo, Themis Palpanas, Ievgen Redko
Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention. CoRR (2024)
Romain Ilbert, Thai V. Hoang, Zonghua Zhang
Data Augmentation for Multivariate Time Series Classification: An Experimental Study. ICDEW (2024)
Romain Ilbert, Malik Tiomoko, Cosme Louart, Ambroise Odonnat, Vasilii Feofanov, Themis Palpanas, Ievgen Redko
Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting. CoRR (2024)
Romain Ilbert, Thai V. Hoang, Zonghua Zhang, Themis Palpanas
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting. CoRR (2023)
Romain Ilbert, Thai V. Hoang, Zonghua Zhang, Themis Palpanas
Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting. ARTMAN@CCS (2023)