Introduction to Semi-Supervised Learning

Introduction to Semi-Supervised Learning

Zenglin Xu , Irwin King
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Jun 1, 2025 · English · Hardcover (250 pages)
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Book Details

Format Hardcover
Pages 250
Language English
Published Jun 1, 2025
Publisher CRC Press
ISBN-10 1439826099
ISBN-13 9781439826096

Description

This work dives into the evolving landscape of semi-supervised learning, an area that bridges the gap between supervised and unsupervised learning. Readers gain insights into the historical context that has shaped the field, exploring key milestones and breakthroughs over the years.

The authors effectively discuss the theoretical foundations of semi-supervised learning while shedding light on recent advancements. Their exploration goes beyond mere concepts, providing a rich understanding of how these techniques can be applied to real-world problems.

Through comprehensive analysis, the book invites readers to appreciate the complexities and potential of semi-supervised learning, positioning it as a crucial component in the realm of machine learning.

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