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GitHub topics: debiasing-neural-networks

DetoxAI/detoxai

A Python toolkit for debiasing neural networks in image classification tasks

Language: Python - Size: 82.2 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 76 - Forks: 1

CaroHolt/FairAndArgumentativeLM

Code & Data for the paper "Fair and Argumentative Language Modeling for Computational Argumentation"

Language: Jupyter Notebook - Size: 6.27 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

jasonshaoshun/AMSAL

code for "Erasure of Unaligned Attributes from Neural Representations"

Language: Python - Size: 451 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 0

jasonshaoshun/SAL

code for "Spectral Removal of Guarded Attribute Information"

Language: Jupyter Notebook - Size: 7.4 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

abacusai/intraprocessing_debiasing

Code to accompany NeurIPS paper https://arxiv.org/abs/2006.08564

Language: Python - Size: 4.42 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 3

i6092467/diff-bias-proxies

Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers

Language: Python - Size: 4.35 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

umanlp/RedditBias Fork of SoumyaBarikeri/RedditBias

Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"

Language: Python - Size: 33.9 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 4

pbevan1/Skin-Deep-Unlearning

Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

Language: Python - Size: 79.6 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 2

pbevan1/Detecting-Melanoma-Fairly

Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

Language: Python - Size: 7.08 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 3

PrithivirajDamodaran/bias-bench Fork of McGill-NLP/bias-bench

Extension of bias-bench for select Sentence Transformers* models

Language: Python - Size: 6.36 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

victoriafoing/FACT-AI

Fairness, Accountability, Confidentiality, Transparency in AI (FACT-AI).

Language: Jupyter Notebook - Size: 889 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0