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Cigdem Aslay

2 accepted papers

2023

ActUp: Analyzing and Consolidating tSNE and UMAP

IJCAI 2023poster

TSNE and UMAP are popular dimensionality reduction algorithms due to their speed and interpretable low-dimensional embeddings. Despite their popularity, however, little work has been done to study their full span of differences. We theoretically and experimentally evaluate the space of parameters in…