Assessing and improving reliability of neighbor embedding methods: a map-continuity perspective

Zhexuan Liu, Rong Ma, Yiqiao Zhong

Visualizing high-dimensional data is essential for understanding biomedical data and deep learning models. Neighbor embedding methods, such as t-SNE and UMAP, are widely used but c…