NIPS Proceedingsβ

Yi Xu

5 Papers

  • Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex Regularized Problems (2019)
  • First-order Stochastic Algorithms for Escaping From Saddle Points in Almost Linear Time (2018)
  • Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter (2017)
  • ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization (2017)
  • Homotopy Smoothing for Non-Smooth Problems with Lower Complexity than $O(1/\epsilon)$ (2016)