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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 51–75 of 153 papers

TitleStatusHype
Leveraging Low-rank Factorizations of Conditional Correlation Matrices in Graph Learning—0
Hamiltonian Monte-Carlo for Orthogonal Matrices—0
Higher Order Reduced Rank Regression—0
Hyperbolic Node Embedding for Signed Networks—0
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering—0
A Variance-Reduced Stochastic Gradient Tracking Algorithm for Decentralized Optimization with Orthogonality Constraints—0
Learning an Invariant Hilbert Space for Domain Adaptation—0
Learning Discriminative ab-Divergences for Positive Definite Matrices—0
Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version)—0
Contrastive Video Representation Learning via Adversarial Perturbations—0
Learning Discriminative Video Representations Using Adversarial Perturbations—0
Escape saddle points faster on manifolds via perturbed Riemannian stochastic recursive gradient—0
Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization—0
Multichannel Active Noise Control with Exterior Radiation Suppression Based on Riemannian Optimization—0
Learning Weighted Submanifolds with Variational Autoencoders and Riemannian Variational Autoencoders—0
Learning Mixed-Curvature Representations in Product Spaces—0
Low-rank tensor completion: a Riemannian manifold preconditioning approach—0
Manifold Free Riemannian Optimization—0
Manifold Optimization for Gaussian Mixture Models—0
Manifold Optimization Methods for Hybrid beamforming in mmWave Dual-Function Radar-Communication System—0
Manopt, a Matlab toolbox for optimization on manifolds—0
Matrix Manifold Optimization for Gaussian Mixtures—0
Block-Coordinate Minimization for Large SDPs with Block-Diagonal Constraints—0
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach—0
Multi-view Spectral Clustering on the Grassmannian Manifold With Hypergraph Representation—0
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