Maths4DL: Unlocking the next generation of deep learning

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Maths4DL logo - Maths for Deep Learning

The Mathematics for Deep Learning (Maths4DL) research programme brings together researchers from the universities of Bath and Cambridge, and University College London. Maths4DL aims to combine theory, modelling, data and computation to unlock the next generation of deep learning.

We are proud to be collaborating with Maths4DL to report on its fascinating activities for wider audiences. Below are all the articles and podcasts we have published as part of this collaboration so far.

Podcast
M4dL hackathon

Brainstorming AI with Maths4DL

We join Maths4DL researchers for an intensive hackathon working on some of the most challenging problems posed by artificial intelligence.

Podcast
Maths4DL researchers and Baroness Freeman

Evidence week: Shaping the future of AI

To make informed decisions regarding AI politicians need to talk to the mathematicians and scientists who develop it. In this episode of Maths on the Move we report on Evidence Week, an event in Parliament that enabled mathematicians and policy makers to exchange ideas.

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kitten

Helping AI to learn some physics

The type of AI currently in use is based purely on data. How much more powerful would it be if it also has access to humanity's vast knowledge of physics? Find out more in this collection of content.

Referenced articles
Article
kitten

AI goes to physics class

Combining AI with human knowledge of physics may lead to powerful applications in a range of areas — from weather forecasting to engineering.

Podcast
Yolanne Lee

Working in AI: Yolanne Lee

Yolanne Lee, A PhD student for the Maths4DL research project, tells us about what she thinks AI will be able to do in the near future, what it has to do with cats and dogs, and how music provided her first experience of science.

Article

AI and GoPro physics

Will AI one day be able to spot the equation that describes a physical process just by looking at a video of it? 

Article
coin

Heads, Bayes wins!

If you've flipped heads 10 times what's the next flip most likely to be?  Bayes' theorem has the answer, not just for the coin, but for the pursuit of science generally.

Podcast

How does AI work?

In this episode of Maths on the move Kweku Abraham explains the maths behind the amazing advances we've seen in AI.