Non-Parametric Kernel Learning with robust pairwise constraints

Author:

Chen Changyou,Zhang Junping,He Xuefang,Zhou Zhi-Hua

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Reference41 articles.

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2. Kulis B, Basu S, Dhillon I, Mooney R (2005) Semi-supervised graph clustering: a kernel approach. In: Proceedings of the 22nd international conference on machine learning, pp 457–464

3. Li Z, Liu J, Tang X (2008) Pairwise constraint propagation by semidefinite programming for semi-supervised classification. In: Proceedings of the 25th international conference on machine learning, pp 576–583

4. Yeung D-Y, Chang H, Dai G (2007) A scalable kernel-based algorithm for semi-supervised metric learning. In: Proceedings of the 20th international joint conference on artificial intelligence, pp 1138–1143

5. Cortes C, Mohri M, Rostamizadeh A (2009) Learning non-linear combinations of kernels. In: Advances in neural information processing systems, vol 21

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