Markus Mottl avatar Markus Mottl committed cf16433

Added documentation

Comments (0)

Files changed (1)

 be avoided and guide the user to make efficient use of the library.
 
 \item Optimization of hyper parameters via evidence maximization\footnote{Also
-known as type II maximum likelihood.}, including optimization of inducing inputs
+known as type II maximum likelihood.} including optimization of inducing inputs
 (SPGP algorithm\footnote{This library exploits sparse matrix operations to
 achieve optimum big-O complexity when learning inducing inputs with the SPGP
 algorithm, but also for multiscales and other hyper parameters that imply sparse
-derivative matrices for the marginal log likelihood.}).
+derivative matrices for the marginal log likelihood.}).  The limited memory
+BFGS2 algorithm in the \footahref{http://www.gnu.org/software/gsl}{GNU
+scientific library} is employed for this purpose.
 
 \item Supervised dimensionality reduction, and improved predictions under
 heteroskedastic noise conditions (see \cite{conf/uai/SnelsonG06},
Tip: Filter by directory path e.g. /media app.js to search for public/media/app.js.
Tip: Use camelCasing e.g. ProjME to search for ProjectModifiedEvent.java.
Tip: Filter by extension type e.g. /repo .js to search for all .js files in the /repo directory.
Tip: Separate your search with spaces e.g. /ssh pom.xml to search for src/ssh/pom.xml.
Tip: Use ↑ and ↓ arrow keys to navigate and return to view the file.
Tip: You can also navigate files with Ctrl+j (next) and Ctrl+k (previous) and view the file with Ctrl+o.
Tip: You can also navigate files with Alt+j (next) and Alt+k (previous) and view the file with Alt+o.