ABSTRACT
The past decade has seen the emergence of truly massive data analysis challenges across a range of human endeavors. Standard statistical algorithms came into being long before such challenges were even imagined, and spurred on by a myriad of important applications, much statistical research now focuses on the development of algorithms that scale well. Feature selection represents a central issue on this research.
