Dimensionality Reduction of Genetic Data using Contrastive Learning
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We introduce a framework for using contrastive learning for dimensionality reduction on genetic datasets to create PCA-like population visualizations. Contrastive learning is a self-supervised deep learning method that uses similarities between samples to trai... ...
