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Statistics & Machine Learning

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4. Dirichlet Process Mixture Model

2019-08-02
  • Bayesian Nonparametrics

4.1 Going Nonparametric

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3. Dirichlet Process (4)

2019-08-02
  • Bayesian Nonparametrics

3.3 Constructions

3.3.1 Construction via a Stochastic Process

Kolmogorov-consistency theorem

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3. Dirichlet Process (3)

2019-07-30
  • Bayesian Nonparametrics

3.2 Properties (cont.)

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3. Dirichlet Process (2)

2019-07-30
  • Bayesian Nonparametrics

3.2 Properties (cont.)

3.2.4 Conjugacy

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3. Dirichlet Process (1)

2019-07-24
  • Bayesian Nonparametrics

3.1 Definition

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