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Materials of the Nordic Probabilistic AI School 2023.

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ProbAI 2023

Materials of the Nordic Probabilistic AI School (ProbAI) 2023.

Lectures and Materials

  • Day 1 (June 12):

    • Helge Langseth - Opening of ProbAI 2023
    • [slides, materials] Silja Renooij - Introduction to Probabilistic Models
    • [slides and materials] Andrés R. Masegosa & Thomas D. Nielsen - Probabilistic Modeling and Programming Tutorial
    • [slides] Arto Klami - Bette Priors for Everyone
  • Day 2 (June 13):

    • [slides and materials] Helge Langseth, Andrés R. Masegosa, Thomas D. Nielsen - Variational Inference and Optimization
  • Day 3 (June 14):

    • [slides] Rianne van den Berg - Deep Generative Models 1
    • [slides] and [material] Chin-Wei Huang & Victor Garcia Satorras - Workshop on Diffusion Models for Molecule Generation
  • Day 4 (June 15):

PhD Course (DT8122)

https://github.com/probabilisticai/dt8122-2023

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  • Jupyter Notebook 92.1%
  • R 7.9%