138 citations
- Institut National Polytechnique de ToulouseFR11 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR11 papers
- Université de MontpellierFR5 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- Agropolis InternationalFR2 papers
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR2 papers
- Institut Montpelliérain Alexander GrothendieckFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR2 papers
- Télécom ParisFR2 papers
- Université Paris-SaclayFR2 papers
- AgroécologieFR1 paper
Showing 2021Show all
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cs.DC2021
Enabling Reproducible Analysis of Complex Workflows on the Edge-to-Cloud Continuum
Daniel Rosendo, Alexandru Costan, Gabriel Antoniu +1
Distributed digital infrastructures for computation and analytics are now evolving towards an interconnected ecosystem allowing complex applications to be executed from IoT Edge de…
cs.LG2021★ 14 cited
Relative Positional Encoding for Transformers with Linear Complexity
Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu +3
Recent advances in Transformer models allow for unprecedented sequence lengths, due to linear space and time complexity. In the meantime, relative positional encoding (RPE) was pro…
stat.ML2021★ 14 cited
Set-valued classification -- overview via a unified framework
Evgenii Chzhen, Christophe Denis, Mohamed Hebiri +1
Multi-class classification problem is among the most popular and well-studied statistical frameworks. Modern multi-class datasets can be extremely ambiguous and single-output predi…