Hidden geometry explains why kernel methods separate complex data so well

Are two sets of data genuinely different, or is it because of randomness? This question, known as the two-sample testing ...
CMS Wire

Kernel Data Recovery

Kernel Data Recovery is a renowned Data Recovery Solution provider offering a varied range of software for both enterprise and home users. Since 2004 the company has been offering an array of data ...
Nature

A novel kernel based approach to arbitrary length symbolic data with application to type 2 diabetes risk

The application of supervised machine learning techniques to the medical domain has had significant impact in recent years, with clinical tasks in the areas of disease diagnosis, prognosis, and ...
Nature

Spectral bias and task-model alignment explain generalization in kernel regression and infinitely wide neural networks

A theoretical understanding of generalization remains an open problem for many machine learning models, including deep networks where overparameterization leads to better performance, contradicting ...
ZDNet

Linux kernel vulnerability exposes stack memory, causes data leaks

An information disclosure vulnerability in the Linux kernel can be exploited to leak data and act as a springboard for further compromise. Disclosed by Cisco Talos researchers on Tuesday, the bug is ...