Assumptions & Expectations in Semi-Supervised Machine Learning

Alex Mey

Research output: ThesisDissertation (TU Delft)

120 Downloads (Pure)


The goal of this thesis is to investigate theoretical results in the field of semi-supervised learning, while also linking them to problems in related subjects as class probability estimation.
Original languageEnglish
Awarding Institution
  • Delft University of Technology
  • Reinders, M.J.T., Supervisor
  • Loog, M., Supervisor
Award date21 Jan 2020
Print ISBNs978-94-6366-243-7
Publication statusPublished - 2020


  • Semi-supervised Learning
  • Statistical Learning Theory
  • Class Probability Estimation
  • Monotonic Learning


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