Author: apalumbo
Date: Sat Mar 28 00:25:39 2015
New Revision: 1669720
URL: http://svn.apache.org/r1669720
Log:
added a reference to Halko dissertation
Modified:
mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.mdtext
Modified: mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.mdtext
URL:
http://svn.apache.org/viewvc/mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.mdtext?rev=1669720&r1=1669719&r2=1669720&view=diff
==============================================================================
--- mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.mdtext
(original)
+++ mahout/site/mahout_cms/trunk/content/users/algorithms/d-ssvd.mdtext Sat Mar
28 00:25:39 2015
@@ -3,7 +3,7 @@
## Intro
-Mahout has a distributed implementation of Stochastic Singular Value
Decomposition [1].
+Mahout has a distributed implementation of Stochastic Singular Value
Decomposition [1] using the parallelization strategy comprehensively defined in
Nathan Halko's dissertation ["Randomized methods for computing low-rank
approximations of
matrices"](http://amath.colorado.edu/faculty/martinss/Pubs/2012_halko_dissertation.pdf)
[2].
## Modified SSVD Algorithm
@@ -125,11 +125,12 @@ The scala `dssvd(...)` method can easily
[1]: [Mahout Scala and Mahout Spark Bindings for Linear Algebra
Subroutines](http://mahout.apache.org/users/sparkbindings/ScalaSparkBindings.pdf)
+[2]: [Randomized methods for computing low-rank
+approximations of
matrices](http://amath.colorado.edu/faculty/martinss/Pubs/2012_halko_dissertation.pdf)
+
[2]: [Halko, Martinsson, Tropp](http://arxiv.org/abs/0909.4061)
[3]: [Mahout Spark and Scala
Bindings](http://mahout.apache.org/users/sparkbindings/home.html)
-[4]: [Randomized methods for computing low-rank
-approximations of
matrices](http://amath.colorado.edu/faculty/martinss/Pubs/2012_halko_dissertation.pdf)
