111 citations
- Institute for Infocomm ResearchSG23 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- National University of SingaporeSG19 papers
- Université Toulouse III - Paul SabatierFR10 papers
- Agency for Science, Technology and ResearchSG9 papers
- Institut Polytechnique de BordeauxFR8 papers
- Institut de Recherche en Informatique de ToulouseFR7 papers
- Université Toulouse-I-CapitoleFR7 papers
- Université Toulouse - Jean JaurèsFR7 papers
- Bioinformatics InstituteSG6 papers
- Equipes Traitement de l'Information et SystèmesFR6 papers
- Nanyang Technological UniversitySG6 papers
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2024★ 2 cited
Vanilla Gradient Descent for Oblique Decision Trees
Subrat Prasad Panda, Blaise Genest, Arvind Easwaran +1
Decision Trees (DTs) constitute one of the major highly non-linear AI models, valued, e.g., for their efficiency on tabular data. Learning accurate DTs is, however, complicated, es…
cs.LG2024
Prompt-Based Spatio-Temporal Graph Transfer Learning
Junfeng Hu, Xu Liu, Zhencheng Fan +4
Spatio-temporal graph neural networks have proven efficacy in capturing complex dependencies for urban computing tasks such as forecasting and kriging. Yet, their performance is co…
cs.LG2023
Straight-Through meets Sparse Recovery: the Support Exploration Algorithm
Mimoun Mohamed, François Malgouyres, Valentin Emiya +1
The {\it straight-through estimator} (STE) is commonly used to optimize quantized neural networks, yet its contexts of effective performance are still unclear despite empirical suc…