Speaker
Florent Leclercq
(Institut d'Astrophysique de Paris)
Description
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Part 3: Bayesian hierarchical modelling
- Bayesian hierarchical models
- Wiener Filtering and the Messenger Field algorithm
- Bayesian hierarchical models for joint field-parameter sampling
- Practical work: Joint field-parameter sampling
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Part 4: State-of-the-art
- Field-level inference for the Cosmic Microwave Background
- Field-level inference for galaxy clustering
- Field-level inference for other/joint cosmological probes
- Machine Learning for Field-level inference