Complexity of Variable Elimination

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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.

從本節課中
Variable Elimination
This module presents the simplest algorithm for exact inference in graphical models: variable elimination. We describe the algorithm, and analyze its complexity in terms of properties of the graph structure.

教學方

  • Daphne Koller

    Daphne Koller

    Professor

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