Sumários

Parameter and structure learning in Bayesian Networks

4 Novembro 2024, 16:30 • Helena Aidos

- Parameter learning: learning from complete and incomplete data

- Structure learning: score metrics and search algorithms (exhaustive and greedy hill-climbing)

Variational inference in Python

29 Outubro 2024, 13:00 • Helena Aidos

- variational inference: model implementation and training

- generating synthetic images

Variational inference in Python

28 Outubro 2024, 18:30 • Helena Aidos

- variational inference: model implementation and training

- generating synthetic images

Variational inference

28 Outubro 2024, 16:30 • Helena Aidos

- Variational inference

- Mean-field inference
- Exercises

Class not taught due to Ciências Research & Innovation Day

22 Outubro 2024, 13:00 • Helena Aidos

Class not taught due to Ciências Research & Innovation Day