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How Does Pseudo-Labeling Affect the Generalization Error of the Semi-Supervised Gibbs Algorithm?
Haiyun He
Gholamali Aminian
Yuheng Bu
Miguel R. D. Rodrigues
Vincent Y. F. Tan
Published in:
AISTATS (2023)
Keyphrases
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learning algorithm
semi supervised
generalization error
computational complexity
objective function
optimal solution
active learning
cost function
theoretical analysis
worst case
detection method
convergence rate
similarity measure
training data
prediction error
training error