6 citations
- Institut de Physique des 2 Infinis de LyonFR48 papers
- Institute of Nuclear Physics of LyonFR48 papers
- Centre de Calcul de l’Institut National de Physique Nucléaire et de Physique des ParticulesFR47 papers
- Institut de Recherche sur les Lois Fondamentales de l'UniversFR46 papers
- AGH University of KrakowPL45 papers
- CEA Paris-SaclayFR45 papers
- Charles UniversityCZ45 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR45 papers
- Jagiellonian UniversityPL45 papers
- Sapienza University of RomeIT45 papers
- Université de StrasbourgFR45 papers
- University of BolognaIT45 papers
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cs.LG2026
Enhancing deep learning models for time series classification via knowledge distillation
Javidan Abdullayev, Maxime Devanne, Jonathan Weber +1
Deep learning has achieved remarkable success in various domains including time series analysis, computer vision and natural language processing. However, high computational and me…
cs.LG2026
Enhancing Time Series Classification with Diversity-Driven Neural Network Ensembles
Javidan Abdullayev, Maxime Devanne, Cyril Meyer +3
Ensemble methods have played a crucial role in achieving state-of-the-art (SOTA) performance across various machine learning tasks by leveraging the diversity of features learned b…