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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 21–30 of 153 papers

Title	Date	Tasks	Status	Hype	Score
A Riemannian ADMM	Nov 3, 2022	Dictionary LearningRiemannian optimization	CodeCode Available	0	5
Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization	Oct 27, 2018	Image SegmentationRiemannian optimization	CodeCode Available	0	5
A Spectral Framework for Tracking Communities in Evolving Networks	Dec 10, 2024	Community DetectionDynamic Community Detection	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
Low-complexity subspace-descent over symmetric positive definite manifold	May 3, 2023	parameter estimationRiemannian optimization	CodeCode Available	0	5
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method	May 18, 2025	Riemannian optimizationStochastic Optimization	CodeCode Available	0	5
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold	Sep 19, 2022	Multi-class ClassificationRepresentation Learning	CodeCode Available	0	5
Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning	Nov 5, 2024	EEGRiemannian optimization	CodeCode Available	0	5
Accurate and fast matrix factorization for low-rank learning	Apr 21, 2021	Matrix Factorization / DecompositionRiemannian optimization	CodeCode Available	0	5

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