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Hamming Code

 06-01-2022 06-01-2022 article 29 minutes read (About 4421 words)
Create Perfect Error-Correction Hamming Code From Scratch

 
Telecommunication, 
Computer Science  
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Automatic Differentiation

 02-21-2022 03-17-2022 article 35 minutes read (About 5232 words)
Mathematical Foundations to Neural Network Optimization

 
Deep Learning, 
Machine Learning, 
Mathematics, 
Mathematical Optimization  
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Pruning for Neural Networks

 03-01-2021 03-01-2021 article 14 minutes read (About 2172 words)
Mathematical Foundations to Neural Network Pruning

 
Deep Learning, 
Machine Learning, 
Mathematics  
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Principal Component Analysis

 05-17-2020 05-17-2020 article 25 minutes read (About 3737 words)
Fundamentals to Principal Component Analysis

 
Mathematics, 
Principal Component Analysis  
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Quantization for Neural Networks

 05-17-2020 03-17-2022 article 37 minutes read (About 5616 words)
Mathematical Foundations to Neural Network Quantization

 
Deep Learning, 
Machine Learning, 
Mathematics  
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Gradient Boosting Machine

 01-26-2020 01-26-2020 article 12 minutes read (About 1778 words)
Fundamental Theories of Gradient Boosting Machine

 
Machine Learning, 
Data Science  
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RSA Algorithm

 11-10-2019 11-10-2019 article 17 minutes read (About 2552 words)
A Self-Contained Tutorial on RSA Algorithm Theories for Number Theory Noobs

 
Cryptography, 
RSA  
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Word2Vec Models Revisited

 08-23-2019 08-23-2019 article 23 minutes read (About 3524 words)
A Review on the Classic Word2Vec Models

 
Machine Learning, 
Natural Language Processing, 
Optimization  
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Hierarchical Softmax

 08-17-2019 08-17-2019 article 8 minutes read (About 1191 words)
Orchestrated Softmax for Fast Language Model Training

 
Machine Learning, 
Natural Language Processing, 
Optimization  
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Noise Contrastive Estimation

 07-26-2019 07-26-2019 article 30 minutes read (About 4509 words)
Accelerate the Training of Neural Language Models

 
Machine Learning, 
Natural Language Processing, 
Optimization  
  Read more

Introduction to Variational Inference

 05-25-2019 05-25-2019 article an hour read (About 7329 words)
Setting Up Foundations to Bayesian Learning

 
Machine Learning, 
Statistics, 
Variational Inference  
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Introduction to Bayesian Filter

 03-21-2019 03-21-2019 article 9 minutes read (About 1329 words)
Restate Some Basic Concepts and Math in Bayesian Filter

 
Machine Learning, 
Statistics, 
Bayesian Filter  
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Siamese Network on MNIST Dataset

 10-30-2017 12-11-2017 article 9 minutes read (About 1332 words)
An Introduction to Siamese Network and Its Implementation on MNIST Dataset

 
Deep Learning, 
Siamese Network  
  Read more
Lei Mao

Lei Mao

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