NIPS Proceedingsβ

Barnabas Poczos

9 Papers

  • Efficient Nonparametric Smoothness Estimation (2016)
  • Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators (2016)
  • Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations (2016)
  • Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization (2016)
  • The Multi-fidelity Multi-armed Bandit (2016)
  • Variance Reduction in Stochastic Gradient Langevin Dynamics (2016)
  • Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations (2015)
  • On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants (2015)
  • Exponential Concentration of a Density Functional Estimator (2014)