Regularization Techniques for Learning with Matrices

Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari

There is growing body of learning problems for which it is natural to organize the parameters into matrix, so as to appropriately regularize the parameters under some matrix norm (…