trust-region optimization

Hi all,

Thanks for the awesome library. It would be fantastic to eventually see some options for trust-region optimization. For smaller dimensional problems in my field (e.g., variance components, or their generalization), it provides a much more robust approach for inference compared with 2nd order counterparts.