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Riemannian optimization
Riemannian optimization
Optimization methods on Riemannian manifolds.
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Showing 1–10 of 153 papers
Title
Date
Tasks
Status
Hype
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach
Jun 9, 2021
Graph Reconstruction
Node Classification
Code
Code Available
2
FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic Matching
Apr 1, 2024
CPU
Image Registration
Code
Code Available
2
Riemannian Optimization on Relaxed Indicator Matrix Manifold
Mar 26, 2025
Denoising
global-optimization
Code
Code Available
2
Geoopt: Riemannian Optimization in PyTorch
May 6, 2020
Riemannian optimization
Code
Code Available
2
Riemannian Adaptive Optimization Methods
Oct 1, 2018
Riemannian optimization
Stochastic Optimization
Code
Code Available
2
Geomstats: A Python Package for Riemannian Geometry in Machine Learning
Apr 7, 2020
BIG-bench Machine Learning
Clustering
Code
Code Available
2
geomstats: a Python Package for Riemannian Geometry in Machine Learning
May 21, 2018
BIG-bench Machine Learning
GPU
Code
Code Available
2
Projective Manifold Gradient Layer for Deep Rotation Regression
Oct 22, 2021
regression
Riemannian optimization
Code
Code Available
1
Poincaré Embeddings for Learning Hierarchical Representations
May 22, 2017
Graph Embedding
Representation Learning
Code
Code Available
1
Fast hyperboloid decision tree algorithms
Oct 20, 2023
Benchmarking
Riemannian optimization
Code
Code Available
1
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