NIPS Proceedingsβ

Pan Xu

6 Papers

  • Stochastic Gradient Hamiltonian Monte Carlo Methods with Recursive Variance Reduction (2019)
  • Global Convergence of Langevin Dynamics Based Algorithms for Nonconvex Optimization (2018)
  • Stochastic Nested Variance Reduction for Nonconvex Optimization (2018)
  • Third-order Smoothness Helps: Faster Stochastic Optimization Algorithms for Finding Local Minima (2018)
  • Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimization (2017)
  • Semiparametric Differential Graph Models (2016)