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Graphical Models

  • March 1, 2023
  • Kaleigh O'Merry

Sampling from Graphical Models via Spectral Independence | Zongchen Chen

In many scientific settings we use a statistical model to describe a high-dimensional distribution over many variables. Such models are often represented as a weighted graph encoding the dependencies between different variables and are known as graphical models. Graphical models arise in a wide variety of scientific fields throughout science and engineering. 

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