Efficient Meta Learning via Minibatch Proximal Update

Pan Zhou, Xiaotong Yuan, Huan Xu, Shuicheng Yan, Jiashi Feng

Neural Information Processing Systems 

Hessian matrix but as a result the convergence and generalization guarantees remain largely mysterious for MAML.