Optimized pre-processing for discrimination preventionFlavio Du Pin CalmonDennis Weiet al.2017NeurIPS 2017
AIMEE: Interactive model maintenance with rule-based surrogatesOwen CornecRahul Nairet al.2021NeurIPS 2021
Consumer-Driven Explanations for Machine Learning Decisions: An Empirical Study of RobustnessMichael HindDennis Weiet al.2020ICML 2020
Better Bias Benchmarking of Language Models via Multi-factor AnalysisHannah PowersIoana Baldini Soareset al.2024NeurIPS 2024
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based MethodsDennis WeiInkit Padhiet al.2024NeurIPS 2024