435 citations
- Queen's UniversityCA6 papers
- California Institute of TechnologyUS5 papers
- Consejo Superior de Investigaciones CientíficasES5 papers
- Fermi National Accelerator LaboratoryUS5 papers
- Kavli Institute for Particle Astrophysics and CosmologyUS5 papers
- Laurentian UniversityCA5 papers
- Lawrence Berkeley National LaboratoryUS5 papers
- Mitchell InstituteUS5 papers
- National Institute of Science Education and ResearchIN5 papers
- Pacific Northwest National LaboratoryUS5 papers
- Santa Clara UniversityUS5 papers
- SLAC National Accelerator LaboratoryUS5 papers
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cs.LG2025
In-context Learning of Evolving Data Streams with Tabular Foundational Models
Afonso Lourenço, João Gama, Eric P. Xing +1
State-of-the-art data stream mining has long drawn from ensembles of the Very Fast Decision Tree, a seminal algorithm honored with the 2015 KDD Test-of-Time Award. However, the eme…
cs.LG2021★ 9 cited
Variational Multi-Task Learning with Gumbel-Softmax Priors
Jiayi Shen, Xiantong Zhen, Marcel Worring +1
Multi-task learning aims to explore task relatedness to improve individual tasks, which is of particular significance in the challenging scenario that only limited data is availabl…