Future Blog Post
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Blog posts
2199
2023
Difference between Transductive and Inductive Learning
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通俗来说：课后作业里留了期中考试原题的是transductive learning,不留的是inductive learning,而且都不给答案。所以有原题的学生成绩更好
Difference between SGD and GD
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Some detail concerning the difference between SGD and GD.
Model Convergence Analysis
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A specific inference concerning the convergence of Federated learning.
L-smooth
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A specific inference concerning the convergence of Federated learning.
Convergence Analysis of the Federated Learning
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A specific inference concerning the convergence of Federated learning.
2022
A python script to extract NREL wind power dataset via url links
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This is a post to record the data extraction method via python. The datasets come from NREL.
The information leakage exists in decomposition method
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This is an argument on the decomposition method (e.g., ITD, EMD) in time series forecasting.
Bayesian Regression
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This is an brief introduction to the bayesian regression (Chinese).
Why do we call test-set as a way for unbiased estimation
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This is a premature thought on the unbiased estimation in target regression.