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Learning with Partially Labeled and Interdependent Data

This book develops two key machine learning principles: the semi-supervised paradigm and learning with interdependent data. It reveals new applications, primarily web related, that transgress the classical machine learning framework through learning with interdependent data. The book traces how the...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Amini, Massih-Reza (Author), Usunier, Nicolas (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Subjects:
Online Access:Texto Completo
Table of Contents:
  • Introduction
  • Introduction to learning theory
  • Semi-supervised learning
  • Learning with interdependent data.