SOTAVerified

Fairness

Papers

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Showing 2776–2800 of 5676 papers

TitleStatusHype
FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classificationCode0
Fair Off-Policy Learning from Observational Data—0
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML—0
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervisionCode1
Graph Neural Network Surrogates of Fair Graph Filtering—0
Beyond Demographic Parity: Redefining Equal Treatment—0
A Study on Bias and Fairness In Deep Speaker Recognition—0
Are Models Trained on Indian Legal Data Fair?—0
Addressing Biases in the Texts using an End-to-End Pipeline Approach—0
Collision Cross-entropy for Soft Class Labels and Deep Clustering—0
P-MMF: Provider Max-min Fairness Re-ranking in Recommender SystemCode0
No-regret Algorithms for Fair Resource Allocation—0
Assessing gender fairness in EEG-based machine learning detection of Parkinson's disease: A multi-center studyCode0
Weighted Notions of Fairness with Binary Supermodular Chores—0
Fairness-enhancing deep learning for ride-hailing demand prediction—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
Identification of Systematic Errors of Image Classifiers on Rare Subgroups—0
Using Positive Matching Contrastive Loss with Facial Action Units to mitigate bias in Facial Expression Recognition—0
The Casual Conversations v2 Dataset—0
HappyMap: A Generalized Multi-calibration Method—0
Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back—0
Causal Dependence Plots—0
Group conditional validity via multi-group learning—0
Chasing Fairness Under Distribution Shift: A Model Weight Perturbation ApproachCode0
Privacy-Preserving Fair Item Ranking—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