"linear classifiers" Papers

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Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

Haiyan Zhao, Heng Zhao, Bo Shen et al.

ICLR 2025posterarXiv:2410.00153
16
citations

Consistent Adversarially Robust Linear Classification: Non-Parametric Setting

Elvis Dohmatob

ICML 2024poster

Restoring balance: principled under/oversampling of data for optimal classification

Emanuele Loffredo, Mauro Pastore, Simona Cocco et al.

ICML 2024poster