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PyTorch Variational Autoencoder

 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)
Implementing Variational Autoencoder in PyTorch

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Neural Network, 
Bayesian Inference, 
PyTorch, 
Variational Autoencoder, 
VAE  
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Variational Autoencoder

 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)
Optimizing Probabilistic Models with Latent Variables

 
Machine Learning, 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference, 
Variational Autoencoder, 
VAE  
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Marginal Likelihood Estimation

 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)
Dealing with the Intractable Marginal Likelihood in Bayesian Inference

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Expectation Maximization Algorithm

 04-15-2024 04-15-2024 blog an hour read (About 6724 words)
Optimizing Probabilistic Models with Latent Variables

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Conjugate Priors

 06-10-2019 09-12-2019 blog 8 minutes read (About 1215 words)
Some Statistics Knowledge to Bayesian Inference

 
Statistics, 
Bayesian Inference  
  Read More
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Lei Mao

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