Sumários
Exact and aprroximate inference in Python
21 Outubro 2024, 18:30 • Helena Aidos
- Exact inference: variable elimination
- Approximate inference: Gibbs sampling
Inference in probabilistic graphical models
21 Outubro 2024, 16:30 • Helena Aidos
- Exact inference: variable elimination, sum-product algorithm, max-sum algorithm
- Approximate inference: Gibbs sampling
Markov random fields in Python
15 Outubro 2024, 13:00 • Helena Aidos
- Implementation of Markov Random Fields
- Converting Bayesian models into Markov models
- Factor graphs
Markov random fields in Python
14 Outubro 2024, 18:30 • Helena Aidos
- Implementation of Markov Random Fields
- Converting Bayesian models into Markov models
- Factor graphs
Probabilitic graphical models: representation [2/2]
14 Outubro 2024, 16:30 • Helena Aidos
- Markov Random Fields: definition and conditional independence
- Factor graphs