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training data analysis

3 papers

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Co-occurring keywords · papers mentioning both

influence function (2) leaf influence (1) group effect (1) gradient boosted decision tree (1) influence estimation (1) model explainability (1) error analysis (1) model interpretation (1) training data (1) mechanistic interpretability (1)

Papers

Unraveling the Influence of Training Data and Internal Structures in Large Language Models for Enhanced Explainability (Student Abstract) AAAI 2025 Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees JMLR 2023 On the Accuracy of Influence Functions for Measuring Group Effects NeurIPS 2019