"information geometry" Papers

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A Unifying Framework for Representation Learning

Shaden Alshammari, John Hershey, Axel Feldmann et al.

ICLR 2025arXiv:2504.16929
13
citations

Random Forest Autoencoders for Guided Representation Learning

Adrien Aumon, Shuang Ni, Myriam Lizotte et al.

NEURIPS 2025arXiv:2502.13257
5
citations

RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models

Zukang Xu, Xing Hu, Qiang Wu et al.

NEURIPS 2025arXiv:2510.01240

Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices

Thibault de Surrel, Fabien Lotte, Sylvain Chevallier et al.

ICML 2025arXiv:2502.01512
3
citations