NIPS Proceedingsβ

Suvrit Sra

15 Papers

  • Elementary Symmetric Polynomials for Optimal Experimental Design (2017)
  • Polynomial time algorithms for dual volume sampling (2017)
  • Fast Mixing Markov Chains for Strongly Rayleigh Measures, DPPs, and Constrained Sampling (2016)
  • Kronecker Determinantal Point Processes (2016)
  • Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization (2016)
  • Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds (2016)
  • Matrix Manifold Optimization for Gaussian Mixtures (2015)
  • On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants (2015)
  • Efficient Structured Matrix Rank Minimization (2014)
  • Geometric optimisation on positive definite matrices for elliptically contoured distributions (2013)
  • Reflection methods for user-friendly submodular optimization (2013)
  • A new metric on the manifold of kernel matrices with application to matrix geometric means (2012)
  • Scalable nonconvex inexact proximal splitting (2012)
  • Generalized Nonnegative Matrix Approximations with Bregman Divergences (2005)
  • Triangle Fixing Algorithms for the Metric Nearness Problem (2004)