Gaussian Field

See: Gaussian Free Field, Gaussian Random Field, Gaussian Rational, Gaussian Process.

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References

2009

• (Macskassy, 2009) ⇒ Sofus A. Macskassy. (2009). “Using Graph-based Metrics with Empirical Risk Minimization to Speed Up Active Learning on Networked Data.” In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2009). doi:10.1145/1557019.1557087
  • QUOTE: Active and semi-supervised learning are important techniques when labeled data are scarce. Recently a method was suggested for combining active learning with a semi-supervised learning algorithm that uses Gaussian fields and harmonic functions.

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