Visualizing High Dimensional Data
Thursday, June 17, 2021
Multidimensional Sorting with High Fidelity t-SNE
›
Multidimensional Sorting with High Fidelity t-SNE Multidimensional data often has a latent sequential structure that determines the basic s...
Friday, June 4, 2021
High Fidelity t-SNE
›
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...
Friday, June 12, 2020
Dual Embedding of scRNA-seq Data
›
Single-cell RNA sequencing (scRNA-seq) is a powerful tool to profile cells under given condition with respect to selected genes. As a con...
Friday, June 28, 2019
Representation Learning with Deep Neural Network
›
Representation Learning for Algebraic Relationships This note puts forward a simple framework to learn data representation with deep n...
Tuesday, June 13, 2017
On Strip Overfitting of Multidimensional Regression
›
Overfitting is a key characteristic for regression style data modeling with deep neural networks. Whereas considerable effort have been dev...
›
Home
View web version