sdvillal's local-learning [8 articles] Export

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	Local Learning Based Feature Selection for High Dimensional Data Analysis [My Copy] In Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. PP, No. 99. (01 December 2009), pp. 1-1. by Y. Sun, S. Todorovic, S. Goodison posted to local-learning feature-selection dimension-reduction by sdvillal on 2009-12-11 10:54:37 as
	Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis [My Copy] Journal of Machine Learning Research, Vol. 8 (May 2007), pp. 1027-1061. by Masashi Sugiyama posted to dimension-reduction high-dimensionality lda local-learning locality lpp by sdvillal on 2009-05-21 18:58:42 as
	High-dimensional Data Analysis: From Optimal Metrics to Feature Selection [My Copy] (06 May 2008) by Damien François posted to concentration-of-measure high-dimensionality kernel-machines local-learning locality nearest-neighbors overfitting by sdvillal on 2009-05-11 12:49:48 as
	Consistency and Localizability [My Copy] Journal of Machine Learning Research, Vol. 10 (April 2009), pp. 827-856. by Alon Zakai, Ya'acov Ritov posted to classification consistency local-learning locality ml-foundations by sdvillal on 2009-05-02 02:53:04 as along with 2 people and 1 group shivak mdreid Statistical Machine Learning
	Similarity-based Classification: Concepts and Algorithms [My Copy] Journal of Machine Learning Research, Vol. 10 (March 2009), pp. 747-776. by Yihua Chen, Eric K. Garcia, Maya R. Gupta, Ali Rahimi, Luca Cazzanti posted to classification datasets distance-metrics local-learning locality loss-functions by sdvillal on 2009-04-09 19:33:19 as along with 1 person jjrodriguez
	Distance Metric Learning for Large Margin Nearest Neighbor Classification [My Copy] Journal of Machine Learning Research, Vol. 10 (February 2009), pp. 207-244. by Kilian Q. Weinberger, Lawrence K. Saul posted to distance-metrics local-learning by sdvillal on 2009-03-16 19:24:10 as along with 2 people and 1 group aberlan caicai GIAA -- UC3M
	Invariant optimal feature selection: A distance discriminant and feature ranking based solution [My Copy] Pattern Recognition, Vol. 41, No. 5. (May 2008), pp. 1429-1439. by J. Liang, S. Yang, A. Winstanley posted to dimension-reduction feature-selection local-learning by sdvillal on 2009-03-16 19:11:11 as
	Local algorithms for pattern recognition and dependencies estimation [My Copy] Neural Comput., Vol. 5, No. 6. (1993), pp. 893-909. by V. Vapnik, L. Bottou posted to local-learning locality by sdvillal on 2008-11-06 12:04:20 as

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ensembles	59
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