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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 1–10 of 153 papers

Title	Date	Tasks	Status	Hype	Score
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach	Jun 9, 2021	Graph ReconstructionNode Classification	CodeCode Available	2	5
FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching	Apr 1, 2024	CPUImage Registration	CodeCode Available	2	5
Riemannian Optimization on Relaxed Indicator Matrix Manifold	Mar 26, 2025	Denoisingglobal-optimization	CodeCode Available	2	5
Geoopt: Riemannian Optimization in PyTorch	May 6, 2020	Riemannian optimization	CodeCode Available	2	5
Riemannian Adaptive Optimization Methods	Oct 1, 2018	Riemannian optimizationStochastic Optimization	CodeCode Available	2	5
Geomstats: A Python Package for Riemannian Geometry in Machine Learning	Apr 7, 2020	BIG-bench Machine LearningClustering	CodeCode Available	2	5
geomstats: a Python Package for Riemannian Geometry in Machine Learning	May 21, 2018	BIG-bench Machine LearningGPU	CodeCode Available	2	5
Projective Manifold Gradient Layer for Deep Rotation Regression	Oct 22, 2021	regressionRiemannian optimization	CodeCode Available	1	5
Poincaré Embeddings for Learning Hierarchical Representations	May 22, 2017	Graph EmbeddingRepresentation Learning	CodeCode Available	1	5
Fast hyperboloid decision tree algorithms	Oct 20, 2023	BenchmarkingRiemannian optimization	CodeCode Available	1	5

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