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Riemannian optimization

Optimization methods on Riemannian manifolds.

Papers

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Showing 26–50 of 153 papers

TitleStatusHype
Worst-Case Riemannian Optimization with Uncertain Target Steering Vector for Slow-Time Transmit Sequence of Cognitive Radar—0
Design of Artificial Interference Signals for Covert Communication Aided by Multiple Friendly Nodes—0
FireANTs: Adaptive Riemannian Optimization for Multi-Scale Diffeomorphic MatchingCode2
Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance EstimationCode0
Near-Optimal differentially private low-rank trace regression with guaranteed private initialization—0
Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction—0
Registration of algebraic varieties using Riemannian optimizationCode0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
Convergence and complexity of block majorization-minimization for constrained block-Riemannian optimization—0
Riemannian Self-Attention Mechanism for SPD Networks—0
Riemannian stochastic optimization methods avoid strict saddle points—0
Fast hyperboloid decision tree algorithmsCode1
The Fisher-Rao geometry of CES distributions—0
Symplectic Structure-Aware Hamiltonian (Graph) Embeddings—0
Multichannel Active Noise Control with Exterior Radiation Suppression Based on Riemannian Optimization—0
Riemannian Low-Rank Model Compression for Federated Learning with Over-the-Air Aggregation—0
Wasserstein Gradient Flows for Optimizing Gaussian Mixture Policies—0
Structured Low-Rank Tensor Learning—0
Low-complexity subspace-descent over symmetric positive definite manifoldCode0
Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality ConstraintsCode0
Faster Riemannian Newton-type Optimization by Subsampling and Cubic Regularization—0
Riemannian Stochastic Approximation for Minimizing Tame Nonsmooth Objective Functions—0
Riemannian Optimization for Variance Estimation in Linear Mixed Models—0
Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties—0
A Riemannian ADMMCode0
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