SOTAVerified

Fairness

Papers

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Showing 4876–4900 of 5676 papers

TitleStatusHype
Crowd, Lending, Machine, and Bias—0
Investigating Bias and Fairness in Facial Expression Recognition—0
Same-Day Delivery with Fairness—0
A Distributionally Robust Approach to Fair Classification—0
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning—0
Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context—0
Facets of Fairness in Search and Recommendation—0
Verification of ML Systems via Reparameterization—0
A Pairwise Fair and Community-preserving Approach to k-Center Clustering—0
Fair Algorithms for Multi-Agent Multi-Armed Bandits—0
Towards causal benchmarking of bias in face analysis algorithmsCode0
The Impossibility Theorem of Machine Fairness -- A Causal Perspective—0
Ensuring Fairness Beyond the Training DataCode0
Explaining the data or explaining a model? Shapley values that uncover non-linear dependencies—0
Algorithmic Fairness in Education—0
Transparency Tools for Fairness in AI (Luskin)—0
Whither Fair Clustering?—0
README: REpresentation learning by fairness-Aware Disentangling MEthod—0
STBC-Aided Cooperative NOMA with Timing Offsets, Imperfect Successive Interference Cancellation, and Imperfect Channel State Information—0
Fairness in machine learning: against false positive rate equality as a measure of fairness—0
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing—0
Grading video interviews with fairness considerations—0
Fairness constraints can help exact inference in structured prediction—0
Masking Actor Information Leads to Fairer Political Claims Detection—0
Regularized Online Allocation Problems: Fairness and Beyond—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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