Convergence Analysis of Riemannian Stochastic Approximation Schemes

Convergence Analysis of Riemannian Stochastic Approximation Schemes

27 May 2020

Papers citing "Convergence Analysis of Riemannian Stochastic Approximation Schemes"

19 / 19 papers shown

Title
From Nesterov's Estimate Sequence to Riemannian Acceleration Kwangjun Ahn S. Sra 63 76 0 24 Jan 2020
Escaping from saddle points on Riemannian manifolds Yue Sun Nicolas Flammarion Maryam Fazel 48 72 0 18 Jun 2019
Efficiently escaping saddle points on manifolds Christopher Criscitiello Nicolas Boumal 61 63 0 10 Jun 2019
Non-asymptotic Analysis of Biased Stochastic Approximation Scheme Belhal Karimi B. Miasojedow Eric Moulines Hoi-To Wai 63 91 0 02 Feb 2019
Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders Emile Mathieu Charline Le Lan Chris J. Maddison Ryota Tomioka Yee Whye Teh BDL DRL 74 178 0 17 Jan 2019
R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate J.N. Zhang Hongyi Zhang S. Sra 46 39 0 10 Nov 2018
On Markov Chain Gradient Descent Tao Sun Yuejiao Sun W. Yin BDL 41 102 0 12 Sep 2018
Averaging Stochastic Gradient Descent on Riemannian Manifolds Nilesh Tripuraneni Nicolas Flammarion Francis R. Bach Michael I. Jordan 63 100 0 26 Feb 2018
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization Reshad Hosseini S. Sra 55 61 0 10 Jun 2017
Community Detection and Stochastic Block Models Emmanuel Abbe 136 1,194 0 29 Mar 2017
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 236 3,208 0 15 Jun 2016
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Hongyi Zhang Sashank J. Reddi S. Sra 97 241 0 23 May 2016
First-order Methods for Geodesically Convex Optimization Hongyi Zhang S. Sra 63 292 0 19 Feb 2016
Online Principal Component Analysis in High Dimension: Which Algorithm to Choose? H. Cardot D. Degras 59 103 0 11 Nov 2015
Stochastic First- and Zeroth-order Methods for Nonconvex Stochastic Programming Saeed Ghadimi Guanghui Lan ODL 120 1,549 0 22 Sep 2013
Convergence of adaptive and interacting Markov chain Monte Carlo algorithms G. Fort Eric Moulines P. Priouret 57 100 0 14 Mar 2012
Stochastic gradient descent on Riemannian manifolds Silvere Bonnabel 95 591 0 22 Nov 2011
Infinite-Horizon Policy-Gradient Estimation Jonathan Baxter Peter L. Bartlett 97 811 0 03 Jun 2011
Online EM Algorithm for Latent Data Models Olivier Cappé Eric Moulines 145 481 0 27 Dec 2007