A Novel Multiple Kernel Learning Method Based on the Kullback–Leibler Divergence

Author:

Liang Zhizheng,Zhang Lei,Liu Jin

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Networks and Communications,General Neuroscience,Software

Reference29 articles.

1. Aflalo J, Ben-Tal A, Bhattacharyya C, Nath JS, Raman S (2001) Variable sparsity kernel learning. J Mach Learn Res 12:565–592

2. Gonen M, Alpaydm E (2011) Multiple kernel learning algorithms. J Mach Learn Res 12:2211–2268

3. Bach FR (2008) Consistency of group Lasso and multiple kernel learning. J Mach Learn Res 9:1179–1225

4. Kloft M, Brefeld U, Sonnenburg S, Zien A (2011) $$L_{p}$$ L p -norm multiple kernel learning. J Mach Learn Res 12:953–997

5. Lanckriet GRG, Cristianini N, Bartlett P, Jordan MI (2004) Learning the kernel matrix with semidefinite programming. J Mach Learn Res 5:27–72

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