NeurIPS 2025 "influence functions" Papers
4 papers found
Enhancing Training Data Attribution with Representational Optimization
Weiwei Sun, Haokun Liu, Nikhil Kandpal et al.
NeurIPS 2025spotlightarXiv:2505.18513
LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions
Hadi Askari, Shivanshu Gupta, Fei Wang et al.
NeurIPS 2025posterarXiv:2505.23811
Understanding Fairness and Prediction Error through Subspace Decomposition and Influence Analysis
Enze Shi, Pankaj Bhagwat, Zhixian Yang et al.
NeurIPS 2025posterarXiv:2510.23935
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
Siqi Kou, Qingyuan Tian, Hanwen Xu et al.
NeurIPS 2025posterarXiv:2505.19949
4
citations