Overview: MAP Inference

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Compétences que vous apprendrez

Inference, Gibbs Sampling, Markov Chain Monte Carlo (MCMC), Belief Propagation

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I would have like to complete the honors assignments, unfortunately, I'm not fluent in Matlab. Otherwise, great course!

Very interesting course. However, even after completing it with honors, I feel like I don't understand a lot.

À partir de la leçon
Inference Overview
This module provides a high-level overview of the main types of inference tasks typically encountered in graphical models: conditional probability queries, and finding the most likely assignment (MAP inference).

Enseigné par

  • Daphne Koller

    Daphne Koller

    Professor

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