Sumários

Approximate and variational inference in Python

5 Novembro 2025, 16:30 • Helena Aidos

- Forward, rejection and importance sampling
- Gibbs sampling
- Variational inference: model implementation and training
- Generating synthetic images

Approximate and variational inference in Python

5 Novembro 2025, 15:00 • Helena Aidos

- Forward, rejection and importance sampling
- Gibbs sampling
- Variational inference: model implementation and training
- Generating synthetic images

Approximate and variational inference

5 Novembro 2025, 13:00 • Helena Aidos

- Forward, rejection and importance sampling
- Gibbs sampling
- Variational inference: mean-field approximation
- Lower bound

Exact inference in Python

29 Outubro 2025, 16:30 • Helena Aidos

- Variable elimination
- Message passing algorithm
- Exercises

Exact inference in Python

29 Outubro 2025, 15:00 • Helena Aidos

- Variable elimination
- Message passing algorithm
- Exercises