Alan Turing Institute Courses

Digital Twins Workshop: Foundations and Challenges - Day 1

Advancing digital twins research: Experts explore Bayesian inference, irregular posteriors, and geophysical applications in this foundational workshop for data-driven engineering.

• YouTube
• 1 hour 57 minutes
• On-Demand
• Free Video

Nature Reviews Physics - Science in the Age of Large Language Models

Explore the impact of Large Language Models on scientific research and publishing, discussing challenges, opportunities, and future implications for the field.

• YouTube
• 58 minutes
• On-Demand
• Free Video

How to Regulate Foundation Models: Beyond the EU AI Act

Exploring governance of large AI models, examining unique features, legal issues, and the EU AI Act's risk-based approach. Expert panel discusses ethical and regulatory challenges.

• YouTube
• 1 hour 25 minutes
• On-Demand
• Free Video

Immersive Analytics and Embodied Sensemaking

Explore emerging display and interaction technologies for data visualization, focusing on immersive analytics and embodied sensemaking techniques to enhance data understanding and analysis.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Exploring High Dimensional Data in Astronomy, Genomics and Beyond Using Glue

Discover "glue," a powerful analysis/visualization tool for exploring diverse datasets across fields. Learn its origins, capabilities, and applications in astronomy, genomics, and beyond.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Vega: Layered Abstractions for Data Visualizations

Explore Vega's ecosystem of declarative visualization languages and interactive tools for creating rich, interactive visualizations with layered abstractions and flexible designs.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Convergence of Denoising Diffusion Models Under the Manifold Hypothesis

Explores theoretical analysis of denoising diffusion models, providing convergence results for data distributions on lower-dimensional manifolds or empirical distributions, with quantitative bounds on Wasserstein distance.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Langevin Monte Carlo: Randomized Midpoint Method Revisited

Explore advanced Langevin Monte Carlo techniques, focusing on the Randomized Midpoint method's superior sampling error guarantees and recent improvements for high-dimensional target distributions.

• YouTube
• 39 minutes
• On-Demand
• Free Video

From Denoising Diffusion Models to Transport for Generative Modeling and Inference

Explore advanced generative modeling techniques, from denoising diffusion models to transport-based approaches, focusing on diffusion Schrödinger bridge and its numerical approximation for improved inference.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Improving the Variational Learning of Physics-Driven Neural Generative Models

Exploring advances in probabilistic emulators for parametric PDEs, including boundary condition enforcement and Random Grid Neural Processes for efficient engineering problem-solving.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Interacting Particle Systems for Expectation Maximization in Latent Variable Models

Explore a novel interacting particle system for EM optimization in latent variable models, featuring Langevin diffusion analysis and non-asymptotic concentration bounds for maximum likelihood estimation.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Book Launch: Collaborative Historical Research in the Age of Big Data

Explore collaborative historical research in the digital age, discussing challenges, methodologies, and lessons learned from the "Living with Machines" project and its impact on 19th-century British history.

• YouTube
• 1 hour
• On-Demand
• Free Video

Clinical AI Interest Group - March 2023

Explore clinical AI applications in healthcare with experts, covering interest groups, supra-interest groups, and ensuring safe, effective, and equitable AI implementation in health.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video

Causal Effect Identification from Multiple Incomplete Data Sources

Explore causal effect identification using do-calculus search algorithms, addressing complex data scenarios like missing data and context-specific independence in causal inference.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Exploring Foundation Models - Session 3

Dive into the world of foundation models with experts Anthony Cohn and Yarin Gal, exploring cutting-edge developments and implications in artificial intelligence.

• YouTube
• 58 minutes
• On-Demand
• Free Video