debiasing-neural-networks
There are 10 repositories under debiasing-neural-networks topic.
umanlp/RedditBias
Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"
pbevan1/Detecting-Melanoma-Fairly
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
abacusai/intraprocessing_debiasing
Code to accompany NeurIPS paper https://arxiv.org/abs/2006.08564
jasonshaoshun/AMSAL
code for "Erasure of Unaligned Attributes from Neural Representations"
pbevan1/Skin-Deep-Unlearning
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
jasonshaoshun/SAL
code for "Spectral Removal of Guarded Attribute Information"
i6092467/diff-bias-proxies
Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers
PrithivirajDamodaran/bias-bench
Extension of bias-bench for select Sentence Transformers* models
CaroHolt/FairAndArgumentativeLM
Code & Data for the paper "Fair and Argumentative Language Modeling for Computational Argumentation"
victoriafoing/FACT-AI
Fairness, Accountability, Confidentiality, Transparency in AI (FACT-AI).