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Fairness

Papers

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Showing 3251–3300 of 5676 papers

TitleStatusHype
Analyzing the Effect of Sampling in GNNs on Individual FairnessCode0
Power of Explanations: Towards automatic debiasing in hate speech detectionCode0
Decoding Demographic un-fairness from Indian NamesCode0
Regulating eXplainable Artificial Intelligence (XAI) May Harm Consumers—0
Matching Consumer Fairness Objectives & Strategies for RecSys—0
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction—0
Smiles in Profiles: Improving Efficiency While Reducing Disparities in Online Marketplaces—0
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness—0
An Introduction to Machine Unlearning—0
A Discussion of Discrimination and Fairness in Insurance Pricing—0
Gender bias Evaluation in Luganda-English Machine Translation—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Fair mapping—0
Hidden Author Bias in Book RecommendationCode0
RAGUEL: Recourse-Aware Group Unfairness Elimination—0
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
Towards Explaining Demographic Bias through the Eyes of Face Recognition ModelsCode0
Generalization In Multi-Objective Machine Learning—0
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
Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletesCode0
Enforcing Delayed-Impact Fairness Guarantees—0
Pushing the limits of fairness impossibility: Who's the fairest of them all?—0
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
TESTSGD: Interpretable Testing of Neural Networks Against Subtle Group Discrimination—0
A novel approach for Fair Principal Component Analysis based on eigendecompositionCode0
Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization—0
Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation—0
Explaining Bias in Deep Face Recognition via Image CharacteristicsCode0
Evaluation of group fairness measures in student performance prediction problems—0
Socially Fair Center-based and Linear Subspace Clustering—0
Minimax AUC Fairness: Efficient Algorithm with Provable ConvergenceCode0
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive LearningCode1
Shapelet-Based Counterfactual Explanations for Multivariate Time SeriesCode0
Individual Fairness under Varied Notions of Group Fairness in Bipartite Matching - One Framework to Approximate Them AllCode0
Disentangled Representation with Causal Constraints for Counterfactual Fairness—0
A Scalable, Interpretable, Verifiable & Differentiable Logic Gate Convolutional Neural Network Architecture From Truth Tables—0
Modelling the long-term fairness dynamics of data-driven targeted help on job seekers—0
Open Long-Tailed Recognition in a Dynamic World—0
Algorithmic Fairness and Statistical Discrimination—0
Towards Generating Robust, Fair, and Emotion-Aware Explanations for Recommender Systems—0
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups—0
An axiomatic theory for anonymized risk sharing—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
QuickSkill: Novice Skill Estimation in Online Multiplayer Games—0
Handling Interference in Integrated HAPS-Terrestrial Networks through Radio Resource Management—0
Impossibility theorems involving weakenings of expansion consistency and resoluteness in votingCode0
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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