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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 11–20 of 153 papers

Title	Date	Tasks	Status	Hype	Score
Tensor-Train Density Estimation	Jul 30, 2021	Density EstimationRiemannian optimization	CodeCode Available	1	5
Poincaré Embeddings for Learning Hierarchical Representations	May 22, 2017	Graph EmbeddingRepresentation Learning	CodeCode Available	1	5
Learning with symmetric positive definite matrices via generalized Bures-Wasserstein geometry	Oct 20, 2021	Riemannian 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
Geometric Mean Metric Learning	Jul 18, 2016	FormGeneral Classification	CodeCode Available	0	5
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
Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs	May 12, 2022	Computational Efficiencyimage-classification	CodeCode Available	0	5
Accurate and fast matrix factorization for low-rank learning	Apr 21, 2021	Matrix Factorization / DecompositionRiemannian optimization	CodeCode Available	0	5
Causal Abstraction Learning based on the Semantic Embedding Principle	Feb 1, 2025	Riemannian optimization	CodeCode Available	0	5

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