A computational shortcut for neural networks

Neural networks are learning algorithms that approximate the solution to a task by training with available data. However, it is usually unclear how exactly they accomplish this. Two young Basel physicists have now derived mathematical expressions that allow one to calculate the optimal solution without training a network. Their results not only give insight into …

Turning insights into actions with IBM Business Analytics

We are living in the age of the unexpected. The pandemic, regulatory changes, economic questions, and human resource and supply chain challenges are just some of the disruptions that have impacted organizations. Disruptions will continue to surface unexpectedly, leaving broad and lasting impacts on organizations and their ecosystems. The result is an increased pressure to …

ML 8568 PDF Attack latest

How Sophos trains a powerful, lightweight PDF malware detector at ultra scale with Amazon SageMaker

This post is co-authored by Salma Taoufiq and Harini Kannan from Sophos. As a leader in next-generation cybersecurity, Sophos strives to protect more than 500,000 organizations and millions of customers across over 150 countries against evolving threats. Powered by threat intelligence, machine learning (ML), and artificial intelligence from Sophos X-Ops, Sophos delivers a broad and …