30 citations · 30 across the 4 of their papers we have counts for
4 papers
Visualizing Data using GTSNE
Songting Shi
We present a new method GTSNE to visualize high-dimensional data points in the two dimensional map. The technique is a variation of t-SNE that produces better visualizations by cap…
Visualizing Data Velocity using DSNE
Songting Shi
We present a new technique called "DSNE" which learns the velocity embeddings of low dimensional map points when given the high-dimensional data points with its velocities. The tec…
A Tutorial on the Mathematical Model of Single Cell Variational Inference
Songting Shi
As the large amount of sequencing data accumulated in past decades and it is still accumulating, we need to handle the more and more sequencing data. As the fast development of the…
Learning the Sparse and Low Rank PARAFAC Decomposition via the Elastic Net
Songting Shi, Xiang Li, Arkadiusz Sitek +1
In this article, we derive a Bayesian model to learning the sparse and low rank PARAFAC decomposition for the observed tensor with missing values via the elastic net, with property…