Fast Kernel Matrix Methods

[SebastianAment]

This issue is to keep track of the goals to implement fast kernel matrix methods. In particular,

• [] SKI
• [] Nystrom method
• [] GRIEF
• [] Fast Food + Random Kitchen Sinks
• [] Hierarchical matrix factorization

[RoyiAvital]

Looks like great features to add.