Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network

Neural Information Processing Systems 

This work aims to fill this gap to propose a practical regularized adaptive method with guarantees for both convergence and structure identification.

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