conftrace_

leave-one-out retraining

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influence function (5) data attribution (2) model interpretability (2) auto differentiation (1) versatile influence function (1) parameter divergence (1) bregman response function (1) proximal bregman response function (1) non-decomposable loss (1) neural network (1)

Papers

A Versatile Influence Function for Data Attribution with Non-Decomposable Loss ICML 2025 Distilled Datamodel with Reverse Gradient Matching CVPR 2024 Theoretical and Practical Perspectives on what Influence Functions Do NeurIPS 2023 If Influence Functions are the Answer, Then What is the Question? NeurIPS 2022 Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018