173 citations
- Hugging FaceUS8 papers
- Allen InstituteUS2 papers
- Carnegie Mellon UniversityUS2 papers
- Cornell UniversityUS2 papers
- Google (United States)US2 papers
- Stanford UniversityUS2 papers
- The University of Texas at AustinUS2 papers
- University of TorontoCA2 papers
- Agence pour le développement de l'emploiLU1 paper
- Agostino Gemelli University PolyclinicIT1 paper
- Analyse, Géométrie et ModélisationFR1 paper
- Artificial Intelligence in Medicine (Canada)CA1 paper
Showing cs.LGShow all
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cs.LG2024★ 18 cited
Croissant: A Metadata Format for ML-Ready Datasets
Mubashara Akhtar, Omar Benjelloun, Costanza Conforti +28
Data is a critical resource for machine learning (ML), yet working with data remains a key friction point. This paper introduces Croissant, a metadata format for datasets that crea…
cs.LG2023★ 5 cited
STG-MTL: Scalable Task Grouping for Multi-Task Learning Using Data Map
Ammar Sherif, Abubakar Abid, Mustafa Elattar +1
Multi-Task Learning (MTL) is a powerful technique that has gained popularity due to its performance improvement over traditional Single-Task Learning (STL). However, MTL is often c…
cs.LG2021★ 173 cited
MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation
Alexandros Karargyris, Renato Umeton, Micah J. Sheller +39
Medical AI has tremendous potential to advance healthcare by supporting the evidence-based practice of medicine, personalizing patient treatment, reducing costs, and improving prov…