conftrace_

random projection

145 papers

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Also known as

RP

Co-occurring keywords

dimensionality reduction (720) dimension reduction (120) kernel methods (1097) compressive sensing (126) compressed sensing (201) high-dimensional datum (158) nearest neighbor search (186) generalization error (285) cosine similarity (152) support vector machine (978)

Papers

Linear Regression With Random Projections JMLR 2012
Learning with Recursive Perceptual Representations NIPS 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
Super-Bit Locality-Sensitive Hashing NIPS 2012
A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011
Hashing Algorithms for Large-Scale Learning NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011
Random Projections for $k$-means Clustering NIPS 2010
Random Projection Trees Revisited NIPS 2010
LSTD with Random Projections NIPS 2010
Compressed Least-Squares Regression NIPS 2009
Locality-sensitive binary codes from shift-invariant kernels NIPS 2009
One sketch for all: Theory and Application of Conditional Random Sampling NIPS 2008
A Randomized Algorithm for Large Scale Support Vector Learning NIPS 2007
Random Projections for Manifold Learning NIPS 2007
Learning the structure of manifolds using random projections NIPS 2007
A Unified Near-Optimal Estimator For Dimension Reduction in $l_\alpha$ ($0<\alpha\leq 2$) Using Stable Random Projections NIPS 2007
Compressed Regression NIPS 2007
Conditional Random Sampling: A Sketch-based Sampling Technique for Sparse Data NIPS 2006