ProbAI 2025 = Nordic Probabilistic AI School

Materials of the ProbAI 2025, also know as the Nordic Probabilistic AI School, occurring on 16-20 June 2025 in Trondheim (Norway).

Materials

• Day 1 (June 16):

  • Helge Langseth - Welcome to ProbAI 2025
  • Silja Renooij & Antonio Salmerón - Introduction to Probabilistic Models [Slides & Materials]
  • Jack K. Freser - Probabilistic Programming Languages [Slides & Materials]

• Day 2 (June 17):

  • Helge Langseth, Andrés R. Masegosa, Thomas D. Nielsen - Variational Inference and Optimization [Slides & Meterial]

• Day 3 (June 18):

  • Zhimei Ren - Conformal Predictions [Slides]
  • Arto Klami - MCMC and Bayesian neural networks [Slides & Materials]

• Day 4 (June 19):

  • Jes Frellsen - Deep Generative Models [Slides & Materials]
  • Alexander Tong - Flow Matching [Slides & Materials]

• Day 5 (June 20):

  • Viacheslav Borovitskiy - Geometric Probabilistic Models [Slides & Materials]
  • Antonio Vergari - Probabilistic Circuits [Slides & Materials]

Program

For the detailed program, please visit our website.

PhD Course

Project assignment at https://github.com/probabilisticai/dt8122-2025.

Contact

For all your questions or suggestions, please contact us at hello@probabilistic.ai.