SOTAVerified

Fairness

Papers

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Showing 1051–1075 of 5676 papers

TitleStatusHype
Continuous Multi-Link Operation: A Contention-Free Mechanism for the Unlicensed Spectrum—0
Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives—0
Automated Matchmaking to Improve Accuracy of Applicant Selection for University Education System—0
Algorithmic Fairness with Feedback—0
Automated discovery of trade-off between utility, privacy and fairness in machine learning models—0
Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Continuous Fair SMOTE -- Fairness-Aware Stream Learning from Imbalanced Data—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Automated Data Slicing for Model Validation:A Big data - AI Integration Approach—0
Algorithmic Fairness in Performative Policy Learning: Escaping the Impossibility of Group Fairness—0
Verifiable Fairness: Privacy-preserving Computation of Fairness for Machine Learning Systems—0
AutoFAIR : Automatic Data FAIRification via Machine Reading—0
Auto-Drafting Police Reports from Noisy ASR Outputs: A Trust-Centered LLM Approach—0
Algorithmic Fairness in Face Morphing Attack Detection—0
Contextual bandits with concave rewards, and an application to fair ranking—0
DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold—0
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts—0
Algorithmic Fairness in Education—0
Algorithmic Fairness in Business Analytics: Directions for Research and Practice—0
Adding guardrails to advanced chatbots—0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Contextual Thompson Sampling via Generation of Missing Data—0
Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems—0
Algorithmic Fairness from a Non-ideal Perspective—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