Poster "influence functions" Papers

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Better Training Data Attribution via Better Inverse Hessian-Vector Products

Andrew Wang, Elisa Nguyen, Runshi Yang et al.

NEURIPS 2025arXiv:2507.14740
4
citations

Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions

Rui Qiao, Zhaoxuan Wu, Jingtan Wang et al.

ICLR 2025arXiv:2503.07315
5
citations

IF-Guide: Influence Function-Guided Detoxification of LLMs

Zachary Coalson, Juhan Bae, Nicholas Carlini et al.

NEURIPS 2025arXiv:2506.01790
1
citations

LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions

Hadi Askari, Shivanshu Gupta, Fei Wang et al.

NEURIPS 2025arXiv:2505.23811
6
citations

Understanding Fairness and Prediction Error through Subspace Decomposition and Influence Analysis

Enze Shi, Pankaj Bhagwat, Zhixian Yang et al.

NEURIPS 2025arXiv:2510.23935

Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions

Siqi Kou, Qingyuan Tian, Hanwen Xu et al.

NEURIPS 2025arXiv:2505.19949
4
citations

Multi-Source Conformal Inference Under Distribution Shift

Yi Liu, Alexander Levis, Sharon-Lise Normand et al.

ICML 2024arXiv:2405.09331
18
citations

PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency

Yeonsung Jung, Heecheol Yun, Joonhyung Park et al.

ICML 2024arXiv:2406.00798
3
citations