Effective Version Space Reduction for Convolutional Neural Networks

Author:

Liu Jiayu,Chiotellis Ioannis,Triebel Rudolph,Cremers Daniel

Publisher

Springer International Publishing

Reference25 articles.

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3. Beluch, W.H., Genewein, T., Nürnberger, A., Köhler, J.M.: The power of ensembles for active learning in image classification. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 9368–9377 (2018)

4. Cuong, N.V., Lee, W.S., Ye, N.: Near-optimal adaptive pool-based active learning with general loss. In: Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence, pp. 122–131 (2014)

5. Cuong, N.V., Lee, W.S., Ye, N., Chai, K.M.A., Chieu, H.L.: Active learning for probabilistic hypotheses using the maximum Gibbs error criterion. In: Advances in Neural Information Processing Systems, pp. 1457–1465 (2013)

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