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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 41–50 of 153 papers

Title	Date	Tasks	Status	Hype	Score
Operator-valued formulas for Riemannian Gradient and Hessian and families of tractable metrics	Sep 21, 2020	Riemannian optimization	CodeCode Available	0	5
Learning with symmetric positive definite matrices via generalized Bures-Wasserstein geometry	Oct 20, 2021	Riemannian optimization	CodeCode Available	0	5
Learning Graphical Factor Models with Riemannian Optimization	Oct 21, 2022	Graph LearningRiemannian optimization	CodeCode Available	0	5
An Alternative to EM for Gaussian Mixture Models: Batch and Stochastic Riemannian Optimization	Jun 10, 2017	Density Estimationparameter estimation	CodeCode Available	0	5
Exponential Machines	May 12, 2016	Recommendation SystemsRiemannian optimization	CodeCode Available	0	5
Pymanopt: A Python Toolbox for Optimization on Manifolds using Automatic Differentiation	Mar 10, 2016	Riemannian optimization	CodeCode Available	0	5
Low-complexity subspace-descent over symmetric positive definite manifold	May 3, 2023	parameter estimationRiemannian optimization	CodeCode Available	0	5
Nonlinear matrix recovery using optimization on the Grassmann manifold	Sep 13, 2021	Riemannian optimizationSecond-order methods	CodeCode Available	0	5
Riemannian Optimization via Frank-Wolfe Methods	Oct 30, 2017	Riemannian optimization	CodeCode Available	0	5
Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds	Aug 25, 2021	Riemannian optimizationStochastic Optimization	CodeCode Available	0	5

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