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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 51–75 of 153 papers

TitleStatusHype
Escape saddle points faster on manifolds via perturbed Riemannian stochastic recursive gradient—0
Learning Discriminative Alpha-Beta-divergence for Positive Definite Matrices (Extended Version)—0
Averaging Stochastic Gradient Descent on Riemannian Manifolds—0
Learning an Invariant Hilbert Space for Domain Adaptation—0
Efficient Riemannian Optimization on the Stiefel Manifold via the Cayley Transform—0
Hyperboloid GPLVM for Discovering Continuous Hierarchies via Nonparametric Estimation—0
A Variance-Reduced Stochastic Gradient Tracking Algorithm for Decentralized Optimization with Orthogonality Constraints—0
Learning Discriminative ab-Divergences for Positive Definite Matrices—0
A Manifold Approach to Learning Mutually Orthogonal Subspaces—0
Contrastive Video Representation Learning via Adversarial Perturbations—0
Learning Discriminative Video Representations Using Adversarial Perturbations—0
Hyperbolic Node Embedding for Signed Networks—0
Higher Order Reduced Rank Regression—0
Dimensionality Reduction on Grassmannian via Riemannian Optimization: A Generalized Perspective—0
Hamiltonian Monte-Carlo for Orthogonal Matrices—0
Differentially private Riemannian optimization—0
Automatic differentiation for Riemannian optimization on low-rank matrix and tensor-train manifolds—0
GODS: Generalized One-class Discriminative Subspaces for Anomaly Detection—0
Differential Evolution for Grassmann Manifold Optimization: A Projection Approach—0
Design of Artificial Interference Signals for Covert Communication Aided by Multiple Friendly Nodes—0
Affinity guided Geometric Semi-Supervised Metric Learning—0
Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties—0
Geometry Aware Constrained Optimization Techniques for Deep Learning—0
Geometric optimisation on positive definite matrices for elliptically contoured distributions—0
Coupling Matrix Manifolds and Their Applications in Optimal Transport—0
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