machine learning

The organisers of a new INI programme explain why we need to know more about the maths behind machine learning and deep neural networks.

We celebrate with some of our friends, all women doing pioneering work using machine learning in a wide range of applications.

Machine learning started with supervised learning and us providing all the training materials, but we are finding ways for algorithms to learn with far fewer resources.

Explore the maths behind machine learning and deep neural networks with this collection of short introductions and in-depth articles.

Whether you're lost on a mountainside, or training a neural network, you can rely on the gradient descent algorithm to show you the way!

Machine learning makes many daily activities possible, but how does it work?

When trying to build an artificial intelligence, it makes sense to mimic the human brain. Artificial neurons do just that.

Using artificial intelligence to improve traffic, protecting the environment and human health.

Researchers are exploring if quantum mechanics could make machine learning more powerful and shed light on evolution.

In these articles and podcast we explore how agency is what distinguishes us humans from intelligent machines, and how machines might be taught to behave more like we do.