Visualizing High Dimensional Data

 Multidimensional Sorting with High Fidelity t-SNE Multidimensional data often has a latent sequential structure that determines the basic s...

 High Fidelity t-SNE with Gradual Diminishing Exaggeration When we repeat t-SNE on the same dataset with the same parameters, we may get dif...

Single-cell RNA sequencing (scRNA-seq) is a powerful tool to profile cells under given condition with respect to selected genes. As a con...

Representation Learning for Algebraic Relationships This note puts forward a simple framework to learn data representation with deep n...

Overfitting is a key characteristic for regression style data modeling with deep neural networks. Whereas considerable effort have been dev...