Hugo Larochelle
http://www.dmi.usherb.ca/~larocheh/

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Reading questions

If you are unsure about any of these concepts, post a question on the discussion forum!

• What is a factor?
• What is an undirected graphical model?
• What form takes the distribution of an undirected graphical model?
• What is the partition function?
• What is a sufficient statistic?
• What is a Markov network?
• What is the local Markov property?
• What is a factor graph?
• What is a directed graphical model?
• What is the difference between a generative and a discriminative model?
• What is a linear-chain CRF?
• What is a general CRF?
• What is the forward-backward algorithm in a linear-chain CRF?
• How to use Markov Chain Monte Carlo to do inference in a CRF?
• What is the belief propagation algorithm for a CRF?