Topic: mathematical foundations

Researchers and practitioners will discuss mathematical foundations of data science, including high-dimensional geometry, dimensionality reduction, scalable algorithms, uncertainty and machine learning. The conference takes place in person at the Salt Palace Convention Center on 16–20 November 2026. Early rates run through 19 October; abstract and travel-support deadlines have passed. Registration also covers the co-located SIAM Imaging Science and Data Mining conferences.

Chris Budd describes conversations between AI researchers and UK parliamentarians during Evidence Week. The episode examines algorithmic bias, potential medical applications and the mathematical foundations needed to understand AI. It considers how communication between researchers and policymakers, together with stronger mathematics education, can inform decisions about the technology.