"numerical stability" Papers

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COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation

Uliana Parkina, Maxim Rakhuba

NEURIPS 2025arXiv:2507.07580
3
citations

Grokking at the Edge of Numerical Stability

Lucas Prieto, Melih Barsbey, Pedro Mediano et al.

ICLR 2025arXiv:2501.04697
20
citations

Metric Automata Theory: A Unifying Theory of RNNs

Adam Dankowiakowski, Alessandro Ronca

NEURIPS 2025

Motif-Aware Riemannian Graph Neural Network with Generative-Contrastive Learning

Li Sun, Zhenhao Huang, Zixi Wang et al.

AAAI 2024paperarXiv:2401.01232
27
citations

Structured Inverse-Free Natural Gradient Descent: Memory-Efficient & Numerically-Stable KFAC

Wu Lin, Felix Dangel, Runa Eschenhagen et al.

ICML 2024