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NIPS
2007
15 years 3 months ago
Learning the structure of manifolds using random projections
We present a simple variant of the k-d tree which automatically adapts to intrinsic low dimensional structure in data.
Yoav Freund, Sanjoy Dasgupta, Mayank Kabra, Nakul ...
95
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MOBIDE
2010
ACM
15 years 2 months ago
Random hyperplane projection using derived dimensions
Konstantinos Georgoulas, Yannis Kotidis
51
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CORR
2008
Springer
79views Education» more  CORR 2008»
15 years 1 months ago
Random Projections for the Nonnegative Least-Squares Problem
Christos Boutsidis, Petros Drineas
116
Voted
IJAIT
2007
108views more  IJAIT 2007»
15 years 1 months ago
Document Retrieval by Projection Based Frequency Distribution
In document retrieval task, random projection (RP) is a useful technique of dimension reduction. It can be obtained very quickly yet the recalculation is not necessary to any chang...
Isamu Shioya, Hirohito Oh'uchi, Takao Miura