2025 "task-relevant information" Papers

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Preserving Task-Relevant Information Under Linear Concept Removal

Floris Holstege, Shauli Ravfogel, Bram Wouters

NeurIPS 2025posterarXiv:2506.10703

Quantifying Task-relevant Similarities in Representations Using Decision Variable Correlations

Yu (Eric) Qian, Wilson Geisler, Xue-Xin Wei

NeurIPS 2025poster