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Reparameterization Trick

 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)
How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Jacobian, 
Variational Autoencoder  
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Transitive VS Non-Transitive Dependency In Build

 05-02-2024 05-02-2024 blog 4 minutes read (About 530 words)
Creating More Reliable Build Systems by Managing Dependency Interfaces

 
Computer Science, 
CMake, 
Build System, 
Dependency Graph, 
Bazel  
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Transformations of Random Variables

 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)
How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

 
Statistics, 
Probability, 
Mathematics, 
Jacobian  
  Read More

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  
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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  
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Integration By Substitution

 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)
Proof for Univariate and Multivariate Definite Integration by Substitution

 
Mathematics, 
Calculus, 
Jacobian  
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Determinant and Hyper Volume

 04-01-2024 04-01-2024 blog 21 minutes read (About 3100 words)
The Existence and the Uniqueness of Determinant and Its Relationship with Hyper Volume

 
Mathematics, 
Linear Algebra, 
Geometry, 
Calculus, 
Determinant  
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Quantization Unit Test

 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)
How To Unit Test Quantization Implementation

 
Deep Learning, 
Mathematics, 
Quantization, 
Software Engineering, 
Unit Test  
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Volatile Type Qualifier In C/C++

 03-18-2024 03-18-2024 blog 13 minutes read (About 1889 words)
Disabling Optimization on Purpose

 
CPP, 
C  
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Preserve iframe Aspect Ratio

 03-11-2024 03-11-2024 blog 2 minutes read (About 234 words)
Responsive Aspect Ratio Fixed iframe

 
HTML  
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PyTorch Official VSCode DevContainer

 03-04-2024 03-04-2024 blog 2 minutes read (About 330 words)
Build and Develop PyTorch with VSCode DevContainer

 
Docker, 
PyTorch  
  Read More

CPU TopK Algorithm

 03-01-2024 03-01-2024 blog 12 minutes read (About 1787 words)
Algorithms for Finding the Top $K$ Largest or Smallest Elements in an Unsorted Array on CPU

 
CPP, 
Algorithm, 
CPU  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

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