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Fairness

Papers

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Showing 3451–3500 of 5676 papers

TitleStatusHype
Fair Inference for Discrete Latent Variable Models—0
Improving Robust Fairness via Balance Adversarial Training—0
Efficient first-order predictor-corrector multiple objective optimization for fair misinformation detection—0
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Data Privacy and Trustworthy Machine Learning—0
Fast online ranking with fairness of exposure—0
Concept-Based Explanations for Tabular Data—0
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical InterpretationCode0
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural NetworksCode0
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering—0
Fairness in Forecasting of Observations of Linear Dynamical SystemsCode0
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems—0
It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Fair Matrix Factorisation for Large-Scale Recommender Systems—0
Who Pays? Personalization, Bossiness and the Cost of Fairness—0
Efficient Gender Debiasing of Pre-trained Indic Language Models—0
A Stakeholder-Centered View on Fairness in Music Recommender Systems—0
Analyzing the Effect of Sampling in GNNs on Individual FairnessCode0
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems—0
Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers—0
Decoding Demographic un-fairness from Indian NamesCode0
Power of Explanations: Towards automatic debiasing in hate speech detectionCode0
Matching Consumer Fairness Objectives & Strategies for RecSys—0
Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces—0
A Discussion of Discrimination and Fairness in Insurance Pricing—0
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness—0
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction—0
An Introduction to Machine Unlearning—0
Hidden Author Bias in Book RecommendationCode0
Gender bias Evaluation in Luganda-English Machine Translation—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair mapping—0
RAGUEL: Recourse-Aware Group Unfairness Elimination—0
Generalization In Multi-Objective Machine Learning—0
Towards Explaining Demographic Bias through the Eyes of Face Recognition ModelsCode0
On Biased Behavior of GANs for Face VerificationCode0
LUCID: Exposing Algorithmic Bias through Inverse DesignCode0
Comparing Apples to Oranges: Learning Similarity Functions for Data Produced by Different Distributions—0
Sustaining Fairness via Incremental LearningCode0
A novel approach for Fair Principal Component Analysis based on eigendecompositionCode0
Enforcing Delayed-Impact Fairness Guarantees—0
Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletesCode0
Pushing the limits of fairness impossibility: Who's the fairest of them all?—0
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation—0
Explaining Bias in Deep Face Recognition via Image CharacteristicsCode0
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified