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A Derandomized Sparse Johnson-Lindenstrauss Transform
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CORR
2010
Springer
62
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A Derandomized Sparse Johnson-Lindenstrauss Transform
15 years 2 months ago
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Recent work of [Dasgupta-Kumar-Sarl
Daniel M. Kane, Jelani Nelson
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172
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STOC
2006
ACM
244
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Algorithms
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STOC 2006
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Approximate nearest neighbors and the fast Johnson-Lindenstrauss transform
16 years 3 months ago
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www.eecs.umich.edu
We introduce a new low-distortion embedding of d 2 into O(log n) p (p = 1, 2), called the Fast-Johnson-LindenstraussTransform. The FJLT is faster than standard random projections ...
Nir Ailon, Bernard Chazelle
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117
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APPROX
2008
Springer
102
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Algorithms
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APPROX 2008
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Dense Fast Random Projections and Lean Walsh Transforms
15 years 4 months ago
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www.cs.yale.edu
Random projection methods give distributions over k
Edo Liberty, Nir Ailon, Amit Singer
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