R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate

10 November 2018

Papers citing "R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate"

18 / 18 papers shown

Title
Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction Yury Demidovich Grigory Malinovsky Peter Richtárik 56 2 0 11 Mar 2024
Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space Mingyang Yi Bohan Wang 24 0 0 24 Jan 2024
Low-complexity subspace-descent over symmetric positive definite manifold Yogesh Darmwal K. Rajawat 39 2 0 03 May 2023
Variational Transport: A Convergent Particle-BasedAlgorithm for Distributional Optimization Zhuoran Yang Yufeng Zhang Yongxin Chen Zhaoran Wang OT 30 5 0 21 Dec 2020
Global Riemannian Acceleration in Hyperbolic and Spherical Spaces David Martínez-Rubio 32 19 0 07 Dec 2020
Non-local Optimization: Imposing Structure on Optimization Problems by Relaxation Nils Müller Tobias Glasmachers 13 5 0 11 Nov 2020
Accelerated Algorithms for Convex and Non-Convex Optimization on Manifolds Lizhen Lin B. Saparbayeva M. Zhang David B. Dunson 12 7 0 18 Oct 2020
Riemannian stochastic recursive momentum method for non-convex optimization Andi Han Junbin Gao ODL 20 16 0 11 Aug 2020
Variance reduction for Riemannian non-convex optimization with batch size adaptation Andi Han Junbin Gao 19 5 0 03 Jul 2020
Convergence Analysis of Riemannian Stochastic Approximation Schemes Alain Durmus P. Jiménez Eric Moulines Salem Said Hoi-To Wai 19 10 0 27 May 2020
Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold Bokun Wang Shiqian Ma Lingzhou Xue 21 18 0 03 May 2020
From Nesterov's Estimate Sequence to Riemannian Acceleration Kwangjun Ahn S. Sra 14 72 0 24 Jan 2020
Projection-free nonconvex stochastic optimization on Riemannian manifolds Melanie Weber S. Sra 27 17 0 09 Oct 2019
On the Convergence of SARAH and Beyond Bingcong Li Meng Ma G. Giannakis 22 25 0 05 Jun 2019
Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization Yi Zhou Zhe Wang Kaiyi Ji Yingbin Liang Vahid Tarokh ODL 33 14 0 07 Feb 2019
Finite-Sum Smooth Optimization with SARAH Lam M. Nguyen Marten van Dijk Dzung Phan Phuong Ha Nguyen Tsui-Wei Weng Jayant Kalagnanam 28 22 0 22 Jan 2019
SpiderBoost and Momentum: Faster Stochastic Variance Reduction Algorithms Zhe Wang Kaiyi Ji Yi Zhou Yingbin Liang Vahid Tarokh ODL 27 81 0 25 Oct 2018
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 84 736 0 19 Mar 2014