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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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TitleStatusHype
Riemannian optimization with a preconditioning scheme on the generalized Stiefel manifold—0
Hamiltonian Monte-Carlo for Orthogonal Matrices—0
Accelerated Inference in Markov Random Fields via Smooth Riemannian OptimizationCode0
Riemannian Adaptive Optimization MethodsCode2
Learning Discriminative Video Representations Using Adversarial Perturbations—0
Contrastive Video Representation Learning via Adversarial Perturbations—0
Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering—0
Geometry Aware Constrained Optimization Techniques for Deep Learning—0
geomstats: a Python Package for Riemannian Geometry in Machine LearningCode2
Non-Linear Temporal Subspace Representations for Activity Recognition—0
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