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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 121–130 of 153 papers

Title	Date	Tasks	Status	Hype
Geometric Mean Metric Learning	Jul 18, 2016	FormGeneral Classification	CodeCode Available	0
Rieoptax: Riemannian Optimization in JAX	Oct 10, 2022	CPUGPU	CodeCode Available	0
Accelerated Inference in Markov Random Fields via Smooth Riemannian Optimization	Oct 27, 2018	Image SegmentationRiemannian optimization	CodeCode Available	0
Exponential Machines	May 12, 2016	Recommendation SystemsRiemannian optimization	CodeCode Available	0
Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning	Nov 5, 2024	EEGRiemannian optimization	CodeCode Available	0
Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method	May 18, 2025	Riemannian optimizationStochastic Optimization	CodeCode Available	0
Riemannian Optimization via Frank-Wolfe Methods	Oct 30, 2017	Riemannian optimization	CodeCode Available	0
Causal Abstraction Learning based on the Semantic Embedding Principle	Feb 1, 2025	Riemannian optimization	CodeCode Available	0
Accurate and fast matrix factorization for low-rank learning	Apr 21, 2021	Matrix Factorization / DecompositionRiemannian optimization	CodeCode Available	0
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry	Jun 1, 2021	Riemannian optimization	CodeCode Available	0

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