REPORTS > KEYWORD > FAST DIMENSION REDUCTION:
Reports tagged with Fast Dimension Reduction:
TR07-070 | 11th June 2007
Nir Ailon, Edo Liberty

#### Fast Dimension Reduction Using Rademacher Series on Dual BCH Codes

\begin{abstract}
The Fast Johnson-Lindenstrauss Transform was recently discovered by
Ailon and Chazelle as a technique for performing fast dimension
reduction from $\ell_2^d$ to $\ell_2^k$ in time $O(\max\{d\log d, k^3\})$, where $k$ is the target lower dimension. This beats the
naive $O(dk)$ achieved by multiplying by random dense matrices, as
noticed ... more >>>

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