Fast learning of relational kernels

Author:

Landwehr Niels,Passerini Andrea,De Raedt Luc,Frasconi Paolo

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference78 articles.

1. Argyriou, A., Hauser, R., Micchelli, C. A., & Pontil, M. (2006). A DC-programming algorithm for kernel selection. In Proceedings of the 23rd international conference of machine learning (ICML-2006) (pp. 41–48), Pittsburgh, PA, USA.

2. Argyriou, A., Evgeniou, T., & Pontil, M. (2007). Multi-task feature learning. In Advances in neural information processing systems 19 (pp. 41–48). Cambridge: MIT Press.

3. Bartlett, P. L., Jordan, M. I., & McAuliffe, J. D. (2006). Convexity, classification, and risk bounds. Journal of the American Statistical Association, 101, 138–156.

4. Ben-David, S., Eiron, N., & Simon, H. U. (2002). Limitations of learning via embeddings in Euclidean half spaces. Journal of Machine Learning Research, 3, 441–461.

5. Bengio, Y., Delalleau, O., & Roux, N. L. (2005). The curse of highly variable functions for local kernel machines. In Advances in neural information processing systems 18. Cambridge: MIT Press.

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