172 citations
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cs.LG2025
TabularQGAN: A quantum generative model for tabular data synthesis
Pallavi Bhardwaj, Caitlin Jones, Lasse Dierich +1
In this paper, we introduce a novel quantum generative model for synthesizing tabular data. Synthetic data is valuable in scenarios where real-world data is scarce or private, as i…
cs.LG2019★ 79 cited
Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data
Paweł Widera, Paco M. J. Welsing, Christoph Ladel +7
Conventional inclusion criteria used in osteoarthritis clinical trials are not very effective in selecting patients who would benefit from a therapy being tested. Typically majorit…