First-order Methods for Geodesically Convex Optimization

19 February 2016

Papers citing "First-order Methods for Geodesically Convex Optimization"

19 / 69 papers shown

Title
R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate J.N. Zhang Hongyi Zhang S. Sra 76 39 0 10 Nov 2018
Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold Shixiang Chen Shiqian Ma Anthony Man-Cho So Tong Zhang 112 15 0 02 Nov 2018
OrthoNet: Multilayer Network Data Clustering Mireille El Gheche Giovanni Chierchia P. Frossard 92 24 0 02 Nov 2018
Riemannian Adaptive Optimization Methods Gary Bécigneul O. Ganea ODL 128 259 0 01 Oct 2018
Manifold Structured Prediction Alessandro Rudi C. Ciliberto Gian Maria Marconi Lorenzo Rosasco 147 18 0 26 Jun 2018
Towards Riemannian Accelerated Gradient Methods Hongyi Zhang S. Sra 78 53 0 07 Jun 2018
Bayesian Pose Graph Optimization via Bingham Distributions and Tempered Geodesic MCMC Tolga Birdal Umut Simsekli M. Eken Slobodan Ilic 92 38 0 31 May 2018
Stable Geodesic Update on Hyperbolic Space and its Application to Poincare Embeddings Y. Enokida Atsushi Suzuki Kenji Yamanishi 31 1 0 26 May 2018
Averaging Stochastic Gradient Descent on Riemannian Manifolds Nilesh Tripuraneni Nicolas Flammarion Francis R. Bach Michael I. Jordan 73 100 0 26 Feb 2018
Sampling as optimization in the space of measures: The Langevin dynamics as a composite optimization problem Andre Wibisono 123 183 0 22 Feb 2018
Riemannian Optimization via Frank-Wolfe Methods Melanie Weber S. Sra 69 33 0 30 Oct 2017
Primal-Dual Optimization Algorithms over Riemannian Manifolds: an Iteration Complexity Analysis Junyu Zhang Shiqian Ma Shuzhong Zhang 110 36 0 05 Oct 2017
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization Reshad Hosseini S. Sra 76 61 0 10 Jun 2017
Accelerated Stochastic Quasi-Newton Optimization on Riemann Manifolds A. Roychowdhury 60 4 0 06 Apr 2017
Riemannian stochastic quasi-Newton algorithm with variance reduction and its convergence analysis Hiroyuki Kasai Hiroyuki Sato Bamdev Mishra 65 22 0 15 Mar 2017
Riemannian stochastic variance reduced gradient algorithm with retraction and vector transport Hiroyuki Sato Hiroyuki Kasai Bamdev Mishra 146 58 0 18 Feb 2017
A scaled Bregman theorem with applications Richard Nock A. Menon Cheng Soon Ong MedIm 63 12 0 01 Jul 2016
Riemannian stochastic variance reduced gradient on Grassmann manifold Hiroyuki Kasai Hiroyuki Sato Bamdev Mishra 126 21 0 24 May 2016
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Hongyi Zhang Sashank J. Reddi S. Sra 117 241 0 23 May 2016