1. 进入半监督学习

Semi-supervised Learning ;半监督学习

2. 半监督学习 出现的原因???

原因:收集样本数据容易,但是给每个样本打标签 成本就很高。
Collecting data is easy, but collecting “labelled” data is expensive.

3. 本篇博客讲解的半监督学习的内容?

Semi-supervised Learning ;半监督学习

3.1 Semi-supervised Learning for Generative Model(生成式模型)

Semi-supervised Learning ;半监督学习
Semi-supervised Learning ;半监督学习

3.2Semi-supervised Learning for Low-density Separation

Semi-supervised Learning ;半监督学习
Semi-supervised Learning ;半监督学习

3.3 Semi-supervised Learning for Smoothness Assumption

概述

Semi-supervised Learning ;半监督学习

How to know ��1 and ��2 are close in a high density region

Semi-supervised Learning ;半监督学习

3.4 Semi-supervised Learning for Better Representation

意思是:看似复杂的东西,其实他的本质是 很简单的。所以,找到复杂事物的本质,仅仅对他的本质(简单的)进行处理。

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