influence function

A Characterization of the Orthocomplement of the Tangent Space of Semiparametric Markov Models UAI 2026 CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection CVPR 2026 Cost-Aware Optimized Front-Door Experimental Design CLeaR 2026 Data Efficient RLVR via Off-Policy Influence Guidance ACL 2026 Delayed Feedback Modeling with Influence Functions AAAI 2026 FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models AAAI 2026 Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026 LoPrune: Efficient Data Pruning for LoRA-Based Fine-Tuning of Vision Transformer CVPR 2026 On the Misalignment Between Data Learnability and Forgettability in Machine Unlearning AAAI 2026 Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator UAI 2026 Test of Time: Rethinking Temporal Signal of Benchmark Contamination ACL 2026 ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025 Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence ICLR 2025 A Versatile Influence Function for Data Attribution with Non-Decomposable Loss ICML 2025 Capturing the Temporal Dependence of Training Data Influence ICLR 2025 Correcting Large Language Model Behavior via Influence Function AAAI 2025 CUPID: Curating Data your Robot Loves with Influence Functions CoRL 2025 Do Influence Functions Work on Large Language Models? EMNLP 2025 Editable Concept Bottleneck Models ICML 2025 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 Influence-Based Fair Selection for Sample-Discriminative Backdoor Attack AAAI 2025 Influence Functions for Scalable Data Attribution in Diffusion Models ICLR 2025 JI2S: Joint Influence‐Aware Instruction Data Selection for Efficient Fine‐Tuning EMNLP 2025 Lacuna Inc. at SemEval-2025 Task 4: LoRA-Enhanced Influence-Based Unlearning for LLMs SemEval 2025