338 citations
- University of OttawaCA7 papers
- Ottawa Hospital Research InstituteCA5 papers
- Charité - Universitätsmedizin BerlinDE2 papers
- Children's Hospital of Eastern OntarioCA2 papers
- McMaster UniversityCA2 papers
- Université de MontréalCA2 papers
- University of WashingtonUS2 papers
- University of Wisconsin HealthUS2 papers
- University of Wisconsin–MadisonUS2 papers
- Yale UniversityUS2 papers
- Alberta Machine Intelligence InstituteCA1 paper
- BruyèreCA1 paper
Showing cs.LGShow all
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cs.LG2026
Fluid-Agent Reinforcement Learning
Shishir Sharma, Doina Precup, Theodore J. Perkins
The primary focus of multi-agent reinforcement learning (MARL) has been to study interactions among a fixed number of agents embedded in an environment. However, in the real world,…
cs.LG2025
Transfer Learning and Machine Learning for Training Five Year Survival Prognostic Models in Early Breast Cancer
Lisa Pilgram, Kai Yang, Ana-Alicia Beltran-Bless +22
Prognostic information is essential for decision-making in breast cancer management. Recently trials have predominantly focused on genomic prognostication tools, even though clinic…
cs.LG2025★ 3 cited
Synthetic Data Generation for Augmenting Small Samples
Dan Liu, Samer El Kababji, Nicholas Mitsakakis +6
Small datasets are common in health research. However, the generalization performance of machine learning models is suboptimal when the training datasets are small. To address this…