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    Probabilistic Language
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    ProbDL

    We offer these classes as part of the course Deep Learning 2 at the UvA.

    2024

    • Representing uncertainty in ML
    • Generative models (exact)

    2023

    • Deep probabilistic models - observed data
    • Deep probabilistic models - tools for prescribing distributions

    • Amortised variational inference - discrete variables, see also this appendix
    • Amortised variational inference - continuous variables, see also this appendix
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