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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 141–150 of 153 papers

Title	Date	Tasks	Status	Hype
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds	May 23, 2016	Riemannian optimizationStochastic Optimization	—Unverified	0
Exponential Machines	May 12, 2016	Recommendation SystemsRiemannian optimization	CodeCode Available	0
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation	Mar 10, 2016	Riemannian optimization	CodeCode Available	0
Matrix Manifold Optimization for Gaussian Mixtures	Dec 1, 2015	Density Estimationparameter estimation	—Unverified	0
MixEst: An Estimation Toolbox for Mixture Models	Jul 22, 2015	ClusteringDensity Estimation	CodeCode Available	0
Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices	Jul 10, 2015	BIG-bench Machine LearningDictionary Learning	—Unverified	0
Manifold Optimization for Gaussian Mixture Models	Jun 25, 2015	Density Estimationparameter estimation	—Unverified	0
Riemannian preconditioning for tensor completion	Jun 6, 2015	Riemannian optimization	—Unverified	0
Convergence results for projected line-search methods on varieties of low-rank matrices via Łojasiewicz inequality	Feb 21, 2014	Riemannian optimization	—Unverified	0
Geometric optimisation on positive definite matrices for elliptically contoured distributions	Dec 1, 2013	Riemannian optimization	—Unverified	0

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