2025 "linear classification" Papers

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Convergence and Implicit Bias of Gradient Descent on Continual Linear Classification

Hyunji Jung, Hanseul Cho, Chulhee Yun

ICLR 2025posterarXiv:2504.12712
4
citations

On the Robustness of Transformers against Context Hijacking for Linear Classification

Tianle Li, Chenyang Zhang, Xingwu Chen et al.

NEURIPS 2025posterarXiv:2502.15609
3
citations

Transformers are almost optimal metalearners for linear classification

Roey Magen, Gal Vardi

NEURIPS 2025posterarXiv:2510.19797
1
citations