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493: Probabilistic inference

This class was created by Brainscape user Patrick Henriksen. Visit their profile to learn more about the creator.

By: Patrick Henriksen
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Decks in this class (7)

Graphical models
Describe the probabilistic pipeline,
What is probabilistic inference,
What can we do if the marginal li...
30  cards
Gaussian Processes
What is a gaussian process,
What is the formula for posterior...,
What is the formula for posterior...
11  cards
Bayesian optimization
Name some methods for hyperparame...,
What is a proxy model,
Why would we use a proxy model
13  cards
Sampling
What are the two problems we ofte...,
How can we approximate expectatio...,
How can we approximate prediction...
27  cards
Logistic regression
For the binary classification pro...,
How can we generalize logistic re...,
In the usual binary logistic regr...
8  cards
Variational Inference
The goal of inference is to learn...,
Name some options for posterior i...,
What is the main advantage of var...
33  cards
Exam
1 what formula do we optimize to ...,
What is the formula for 1 the rad...,
For gp what is the complexity of ...
29  cards

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493: Probabilistic inference

  • Class purpose General learning

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