2024 Poster "riemannian optimization" Papers

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Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms

Yuchen Li, Laura Balzano, Deanna Needell et al.

ICML 2024posterarXiv:2405.03073

Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point

David Martínez-Rubio, Christophe Roux, Sebastian Pokutta

ICML 2024posterarXiv:2403.10429

Optimization without Retraction on the Random Generalized Stiefel Manifold

Simon Vary, Pierre Ablin, Bin Gao et al.

ICML 2024posterarXiv:2405.01702

Riemannian coordinate descent algorithms on matrix manifolds

Andi Han, Pratik Kumar Jawanpuria, Bamdev Mishra

ICML 2024posterarXiv:2406.02225

Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models

Fangzhao Zhang, Mert Pilanci

ICML 2024posterarXiv:2402.02347