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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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P VS NP, NP Complete, NP Hard

 11-20-2023 11-20-2023 blog 14 minutes read (About 2045 words)
Introductions to the P VS NP Problem

 
Mathematics, 
Computer Science, 
Theoretical Computer Science  
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Matrix Block Diagonalization Theorem

 10-30-2023 10-30-2023 blog 10 minutes read (About 1450 words)
Geometry of $n \times n$ Matrices with Complex Eigenvalues

 
Mathematics, 
Linear Algebra, 
Geometry  
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Matrix Rotation-Scaling Theorem

 10-23-2023 10-23-2023 blog 10 minutes read (About 1439 words)
Geometry of $2 \times 2$ Matrices with a Non-Real Complex Eigenvalue

 
Mathematics, 
Linear Algebra, 
Geometry  
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Matrix Diagonalization Theorem

 09-01-2023 10-10-2023 blog 14 minutes read (About 2068 words)
A Matrix Similar to a Diagonal Matrix

 
Mathematics, 
Linear Algebra, 
Geometry  
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Matrix Similarity

 08-20-2023 10-10-2023 blog 13 minutes read (About 1881 words)
Understand Why Matrices are Similar

 
Mathematics, 
Linear Algebra, 
Geometry  
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Rotation and Translation of Axes

 08-14-2023 08-14-2023 blog 10 minutes read (About 1472 words)
Coordinate System Transformation

 
Mathematics, 
Geometry  
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Interpolation

 06-07-2023 06-07-2023 article 27 minutes read (About 4123 words)
One of the Most Widely Used Estimation Methods

 
Computer Vision, 
Mathematics, 
Signal Processing  
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Simplex

 04-19-2023 04-19-2023 blog 6 minutes read (About 936 words)
The Simplest Polytope in a Given Dimension

 
Mathematics  
  Read More
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Lei Mao

Lei Mao

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