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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

Data Cleansing for Models Trained with SGD NIPS 2019
Representer Point Selection for Explaining Deep Neural Networks NIPS 2018
Fast Cross-Validation IJCAI 2018
Optimal Subsampling with Influence Functions NIPS 2018
Variational Inference based on Robust Divergences AISTATS 2018
Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018
Understanding Black-box Predictions via Influence Functions ICML 2017
Learning Influence Functions from Incomplete Observations NIPS 2016
Learnability of Influence in Networks NIPS 2015
Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations NIPS 2015
Understanding Classifier Errors by Examining Influential Neighbors CVPR 2015
Influence Function Learning in Information Diffusion Networks ICML 2014
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function ICML 2014
Fast and Robust Least Squares Estimation in Corrupted Linear Models NIPS 2014
Learning Networks of Heterogeneous Influence NIPS 2012
Model Selection in Kernel Based Regression using the Influence Function JMLR 2008
Bouligand Derivatives and Robustness of Support Vector Machines for Regression JMLR 2008
On Robustness Properties of Convex Risk Minimization Methods for Pattern Recognition JMLR 2004