Poster "intrinsic dimensionality" Papers

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Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Emily Cheng, Diego Doimo, Corentin Kervadec et al.

ICLR 2025arXiv:2405.15471
34
citations

How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings

Nikolaos Nakis, Niels Raunkjær Holm, Andreas Lyhne Fiehn et al.

ICLR 2025arXiv:2503.01723
2
citations

Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic Dimensionality

Kyeongwon Lee, Lizhen Lin, Jaewoo Park et al.

NEURIPS 2025arXiv:2506.19144