Additional loss functions for matrix factorization

[sh1ng]

• Current implementation only supports RMSE
• In case of more sophisticated function eq (1) can be replaced with Taylor approximation https://arxiv.org/pdf/1808.03843.pdf
• It's worth to implement POC to check convergence
• https://github.com/h2oai/h2o4gpu/pull/729