Active learning of Gaussian processes with manifold-preserving graph reduction

Author:

Zhou Jin,Sun Shiliang

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference27 articles.

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2. Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7:2399–2434

3. Campbell C, Cristianini N, Smola A (2000) Query learning with large margin classifiers. In: Proceedings of the international conference on machine learning, pp 111–118

4. Cohn D, Atlas L, Ladner R (1994) Improving generalization with active learning. Mach Learn 15:201–221

5. Dagan I, Engelson SP (1995) Committee-based sampling for training probabilistic classifiers. In: Proceedings of the international conference on machine learning, pp 150–157

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