"high-dimensional asymptotics" Papers
3 papers found
How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs
Samet Demir, Zafer Dogan
NeurIPS 2025posterarXiv:2510.25753
PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning
Mingqi Wu, Qiang Sun, Archer Yang
NeurIPS 2025spotlightarXiv:2511.12278
Asymptotics of Learning with Deep Structured (Random) Features
Dominik Schröder, Daniil Dmitriev, Hugo Cui et al.
ICML 2024poster