GitHub

Gaussian-Processes-Regression-Tutorial

@misc{wang2020intuitive, title={An Intuitive Tutorial to Gaussian Processes Regression}, author={Jie Wang}, year={2020}, eprint={2009.10862}, archivePrefix={arXiv}, primaryClass={stat.ML} } The ...
IEEE

Gaussian mixture matrix factorization model for robust collaborative recommendation

Abstract: Collaborative filtering has emerged as a promising recommendation technique for recommender systems. One of the widely-used techniques for collaborative filtering is matrix factorization.
Visual Studio Magazine

Computing the Determinant of a Matrix Using Gaussian Elimination to Row Echelon Form with C#

One of the fundamental operations in machine learning is computing the inverse of a square matrix. But not all matrices have an inverse. The most common way to check if a matrix has an inverse or not ...
IEEE

A Matrix Information Geometry Detector Based on Riemannian Gaussian Distribution for Radar Detection in Clutter Backgrounds

Abstract: Detectors based on matrix information geometry have been developed recently and demonstrated advantages against conventional methods for detection of targets within nonhomogeneous clutter ...
PNAS

The phase transition of matrix recovery from Gaussian measurements matches the minimax MSE of matrix denoising

Because the measurements y in the matrix recovery problem are noiseless but incomplete, whereas the measurements Y in the matrix denoising problem are complete but noisy, the problems seem quite ...