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  • 2025
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  • 25

Day: January 25, 2025

25 January

A Very Short Introduction of Semi-Supervised Scenarios in Machine Learning

  • Posted by Ali Kar
  • Categories AI (Artificial Intelligence), Blog, Machine Learning
  • Comments 0 comment

A Brief History: Who Developed Semi-Supervised Scenarios? The concept of semi-supervised learning (SSL) was introduced in the late 1990s to address the growing need to utilize unlabeled data in machine learning. Researchers like Xiaojin Zhu pioneered frameworks for combining labeled …

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25 January

A Very Short Introduction of Semi-Supervised Support Vector Machines

  • Posted by Ali Kar
  • Categories AI (Artificial Intelligence), Blog, Machine Learning
  • Comments 0 comment

Imagine separating apples and oranges on a table where only a few are labeled requires educated guesses about the rest. Semi-Supervised Support Vector Machines (S3VMs) work similarly: they combine a small set of labeled data with a larger pool of …

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