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Statistics & Machine Learning

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Bayesian shrinkage towards sharp minimaxity

2021-01-04
  • Statistics

Song, Q. (2020). Bayesian shrinkage towards sharp minimaxity. Electronic Journal of Statistics, 14(2), 2714-2741.

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Bayesian Data Analysis 3ed(BDA3) 한국어판 발매

2020-07-15
  • Statistics

image

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Dirichlet–Laplace priors for optimal shrinkage

2020-05-14
  • Bayesian Nonparametrics

1. Setting

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1. Graphical Models

2020-03-20
  • Probabilistic Graphical Model

이 포스트는 Michael I. Jordan, “An Introduction to Probabilistic Graphical Models”, 2000의 Chapter 1, Graphical Models를 정리한 것이다.

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Slice Sampling Methods for Dirichlet Process Mixture Model

2020-03-08
  • Bayesian Nonparametrics

이 포스트는 Dirichlet process mixture model에 대한 slice sampling 알고리즘을 소개한다. 다음 세 논문의 내용의 일부를 정리하였다.

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