Group: Statistical Machine Learning - with tag dimensional_reduction [7 articles] Export

Recent papers posted by members of the Statistical Machine Learning group with tag dimensional_reduction

	Challenges in Statistical Machine Learning [My Copy] Statistica Sinica, Vol. 16 (2006), pp. 307-322. by John Lafferty, Larry Wasserman posted to dimensional_reduction prediction risk semisupervised structure survey theory by mdreid to the group Statistical Machine Learning on 2009-03-12 08:07:13 as
	An RKHS formulation of the inverse regression dimension-reduction problem [My Copy] Annals of Statistics, Vol. 37, No. 2. (2009), pp. 726-755. by Tailen Hsing, Haobo Ren posted to dimensional_reduction kernel regression rkhs by mdreid to the group Statistical Machine Learning on 2009-03-10 23:06:18 as
	Random projection trees and low dimensional manifolds [My Copy] In STOC '08: Proceedings of the 40th annual ACM symposium on Theory of computing (2008), pp. 537-546. by Sanjoy Dasgupta, Yoav Freund posted to dimensional_reduction random_projection by mdreid to the group Statistical Machine Learning on 2008-07-16 03:55:21 as along with 1 person sfuniak
	A generalization of principal component analysis to the exponential family [My Copy] (2001) by M. Collins, S. Dasgupta, R. Schapire posted to bregman_divergence dimensional_reduction exponential_family pca by mdreid to the group Statistical Machine Learning on 2008-06-17 13:57:03 as along with 2 people vlachmore tdhollan
	Sufficient Dimensionality Reduction [My Copy] by Amir Globerson, Naftali Tishby posted to dimensional_reduction information sufficiency theory by mdreid to the group Statistical Machine Learning on 2008-06-12 05:54:00 as along with 2 people vlachmore tdhollan
	A duality view of spectral methods for dimensionality reduction [My Copy] In ICML '06: Proceedings of the 23rd international conference on Machine learning (2006), pp. 1041-1048. by Lin Xiao, Jun Sun, Stephen Boyd posted to dimensional_reduction duality graph_theory spectral by mdreid to the group Statistical Machine Learning on 2008-03-19 03:07:58 as along with 7 people yairgo haidai mthomure sdvillal sugarexpletive rsantana mctor
	Graph Embedding and Extensions: A General Framework for Dimensionality Reduction [My Copy] Pattern Analysis and Machine Intelligence, IEEE Transactions on, Vol. 29, No. 1. (2007), pp. 40-51. by Shuicheng Yan, Dong Xu, Benyu Zhang, Hong-Jiang Zhang, Qiang Yang, S. Lin posted to dimensional_reduction embedding graph_theory by mdreid to the group Statistical Machine Learning on 2008-01-17 02:04:04 as along with 4 people xtizon sdvillal zoop jung_dalglish

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graph_theory	4
bregman_divergence	2
duality	2
embedding	2
exponential_family	2
information	2
pca	2
random_projection	2
spectral	2
sufficiency	2
theory	2
ising	1
mds	1
natural_language_processing	1
planck_scale	1
quantum_gravity	1
randomfield	1
singular_value_decomposition	1
supersymmetry	1
text_summarization	1
visualization	1

Group: Statistical Machine Learning - with tag dimensional_reduction [7 articles] Export

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