Topic: debiasing Goto Github
Some thing interesting about debiasing
Some thing interesting about debiasing
debiasing,Repository for research done into the methods used to debias ML models. Specifically looking into the role that measurements, metrics, and benchmarks can be in reducing the bias of a model.
User: ahmad-alsubaie
debiasing,DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).
Organization: aida-ugent
debiasing,Code for paper "Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement", Neurips 2023
User: avani17101
debiasing,Probabilistic Debiasing of Scene Graphs (CVPR 2023)
User: bashirulazam
debiasing,A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.
User: betsyhj
debiasing,Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
User: bhavyaghai
debiasing,6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System
User: chuanyuxue
debiasing,Code for fair-representation learning path
User: cjshui
debiasing,[ICCV 2021 Oral] Deep Evidential Action Recognition
User: cogito2012
debiasing,[SIGIR 2022] Source code and datasets for "Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention".
Organization: cripac-dig
debiasing,A debiasing library for Transformers models
User: daniel-saeedi
debiasing,Formal Verification of Model Fairness via Interval Bound Propagation
User: dwil2444
debiasing,Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
Organization: eidoslab
Home Page: https://arxiv.org/pdf/2211.05568.pdf
debiasing,Code for the Conditional Mutual Information-Debiasing (CMID) method.
User: estija
Home Page: https://arxiv.org/abs/2310.06161
debiasing,The official repository for "Training Debiased Subnetworks with Contrastive Weight Pruning"
User: geonyeong-park
Home Page: https://arxiv.org/abs/2210.05247
debiasing,Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.
User: georgezoto
debiasing,BUAA SCSE Autumn 2021 Machine Learning Group Homework
User: hiyouga
debiasing, [ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation
Organization: humansensinglab
Home Page: https://czhang0528.github.io/iti-gen
debiasing,Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers
User: i6092467
Home Page: https://proceedings.mlr.press/v182/marcinkevics22a.html
debiasing,Official Implementation of ClusterFix (WACV 2024)
User: jackpepito
debiasing,code for "Erasure of Unaligned Attributes from Neural Representations"
User: jasonshaoshun
debiasing,code for "Spectral Removal of Guarded Attribute Information"
User: jasonshaoshun
debiasing,Sample project using IBM's AI Fairness 360 is an open source toolkit for determining, examining, and mitigating discrimination and bias in machine learning (ML) models throughout the AI application lifecycle.
User: jolares
debiasing,This repository inclused several applications of extracting and classifying features from face images.
User: kannudimmud
debiasing,[EMNLP 2023] A Causal View of Entity Bias in (Large) Language Models
Organization: luka-group
Home Page: https://arxiv.org/abs/2305.14695
debiasing,Mitigating bias in pre-trained language models using Prefix-Tuning, focusing on altering word embeddings through contextual orthogonal training, achieving debiasing with minimal parameter training.
User: m4urin
debiasing,Repo for Pre-trained Recommender Systems: A Causal Debias Perspective in The 17th ACM International Conference on Web Search and Data Mining (WSDM)
User: myhakureimu
Home Page: https://sites.google.com/view/consequences2023/home
debiasing,Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
User: pbevan1
debiasing,Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
User: pbevan1
debiasing,The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)
Organization: tsinghua-fib-lab
debiasing,Debiasing data and fairer models
User: veronhoxha
debiasing,[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
User: wangxfng
debiasing,Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
User: wenjiewwj
debiasing,Deconfounded Recommendation for Alleviating Bias Amplification
User: wenjiewwj
debiasing,Solution to the Debiasing Track of KDD CUP 2020
User: xuetf
Home Page: http://xtf615.com/2020/06/17/KDD-CUP-2020-Debiasing-Rush/
debiasing,This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.
User: yfzhang114
debiasing,The project contains code and data leveraged in the research paper "Evaluating the Effectiveness of the Double-Hard Debias Technique Against Racial Bias in Word Embeddings"
User: yolandamdavis
debiasing,This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.
User: zealscott
debiasing,Debiasing Stereotyped Language Models via Model Editing
Organization: zjunlp
Home Page: https://zjunlp.github.io/project/BiasEdit
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