conftrace_

influence function

143 papers

Explore in graph

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

TRAK: Attributing Model Behavior at Scale ICML 2023
Approximating Full Conformal Prediction at Scale via Influence Functions AAAI 2023
Regularizing Second-Order Influences for Continual Learning CVPR 2023
ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models ICML 2023
Class based Influence Functions for Error Detection ACL 2023
GEX: A flexible method for approximating influence via Geometric Ensemble NIPS 2023
Theoretical and Practical Perspectives on what Influence Functions Do NIPS 2023
How Many and Which Training Points Would Need to be Removed to Flip this Prediction? EACL 2023
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency JMLR 2023
Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value ICML 2023
Error Discovery By Clustering Influence Embeddings NIPS 2023
Data Appraisal Without Data Sharing AISTATS 2022
Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022
Influence Functions for Sequence Tagging Models EMNLP 2022
Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022
Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022
Scaling Up Influence Functions AAAI 2022
Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022
Understanding Instance-Level Impact of Fairness Constraints ICML 2022
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
Measuring the Effect of Training Data on Deep Learning Predictions via Randomized Experiments ICML 2022
Partial Label Learning via Label Influence Function ICML 2022
Rethinking Influence Functions of Neural Networks in the Over-Parameterized Regime AAAI 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022