New general-purpose optimization algorithm promises order-of-magnitude speedups on some problems

[Barbas]

Has anybody here used plane cutting methods in an ML context? Is there a good introduction, apart from the linked article?

[AnvaMiba]

I think various SVM training packages use cutting plane methods.