conftrace_

training example

6 papers

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Co-occurring keywords

influence function (143) group annotation (1) group-level bia (1) forgetting dynamics (2) influential example (1) classifier error (2) subgroup robustness (7) data debiasing (4) minority group (9) model failure (3)

Papers

Improving Subgroup Robustness via Data Selection NIPS 2024
Data Curation Alone Can Stabilize In-context Learning ACL 2023
Characterizing Datapoints via Second-Split Forgetting NIPS 2022
Understanding Instance-Level Impact of Fairness Constraints ICML 2022
Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges IJCAI 2022
Understanding Classifier Errors by Examining Influential Neighbors CVPR 2015