conftrace_

influence function

143 papers

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Also known as

IF

Co-occurring keywords

large language model (13587) training datum (124) machine unlearning (290) model interpretation (93) model interpretability (519) data attribution (16) neural network (6616) data selection (221) model debugging (24) training data attribution (10)

Papers

Would You Like Your Data to Be Trained? A User Controllable Recommendation Framework AAAI 2024
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models EMNLP 2024
Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration EMNLP 2024
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective NIPS 2024
Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions EMNLP 2024
$\texttt{dattri}$: A Library for Efficient Data Attribution NIPS 2024
Membership Inference Attack Using Self Influence Functions WACV 2024
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models NIPS 2024
Distilled Datamodel with Reverse Gradient Matching CVPR 2024
InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks COLING 2024
Ferrari: Federated Feature Unlearning via Optimizing Feature Sensitivity NIPS 2024
Fairness without Harm: An Influence-Guided Active Sampling Approach NIPS 2024
Token-wise Influential Training Data Retrieval for Large Language Models ACL 2024
Training Data Attribution via Approximate Unrolling NIPS 2024
Countering Personalized Text-to-Image Generation with Influence Watermarks CVPR 2024
SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation ACL 2024
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes CVPR 2024
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning NIPS 2024
Unlearning Traces the Influential Training Data of Language Models ACL 2024
Most Influential Subset Selection: Challenges, Promises, and Beyond NIPS 2024
Approximating Full Conformal Prediction at Scale via Influence Functions AAAI 2023
RGE: A Repulsive Graph Rectification for Node Classification via Influence ICML 2023
GEX: A flexible method for approximating influence via Geometric Ensemble NIPS 2023
How Many and Which Training Points Would Need to be Removed to Flip this Prediction? EACL 2023