Regression은 정규분포를 따를 때 사용.
Logit과 Logistic, Softmax Function, Cross Entropy
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Logit
Cross Entropy
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machine learning
https://icim.nims.re.kr/post/easyMath/550
Latent Dirichlet Allocation
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machine learning
Beta & Dirichlet
Gibbs Sampling
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machine learning
https://ratsgo.github.io/statistics/2017/05/31/gibbs/
Parametric vs Nonparametric
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LR vs SVM
Convex Optimization - 04 Convexity - Canonical Problem Forms
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mathematics
Convex Optimization - 03 Convexity - Optimization basics
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Convex Optimization - 02 Convexity - Sets and functions
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mathematics
Convex Optimization - 01 Introduction
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mathematics