A framework for analyzing single-cell genomics data, in which geometrical properties are harnessed to obtain insights on cellular diversity, including precise clustering, clear visualizations, and ...

Craig Named PCA Men’s Player of the Month. Craig Overton has won the PCA Player of the Month award, having dominated the ...

Abstract: This paper studies kernel PCA in a decentralized setting, where data are distributively observed with full features in local nodes, and a fusion center is prohibited. Compared with linear ...

Somerset all rounder, Craig Overton has been Nominated for PCA Player of the Month. The PCA Player of the Month vote is now ...

Abstract: This work addresses the robust principal component analysis (PCA) problem using generalized nonoconvex regularization for low-rank and sparsity promotion. While the popular nuclear and ℓ ...

We start with the fully processed molecular phenotype matrix. In this tutorial, we use the fully processed gene expression matrix for Colon - Transverse from GTEx V8 (2020) as an example. In GTEx’s ...

Find out more about undergraduate study at the School of Electronic Engineering and Computer Science.

Carbon emissions are the main cause of climate change. The increase in atmospheric carbon dioxide concentration has broken the balance between the original layers of the earth, resulting in the ...

This project is targeting people who want to learn internals of ml algorithms or implement them from scratch. The code is much easier to follow than the optimized libraries and easier to play with.