SOTAVerified

Fairness

Papers

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Showing 326–350 of 5676 papers

TitleStatusHype
Measuring the right thing: justifying metrics in AI impact assessments—0
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIsCode0
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations—0
Joint Optimization of Uplink and Downlink Power in Full-Duplex Integrated Access and Backhaul—0
Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT—0
Understanding EFX Allocations: Counting and Variants—0
Post-processing for Fair Regression via Explainable SVDCode0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
The Limits of "Fairness" of the Variational Generalized Nash Equilibrium—0
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles—0
Reasoning Inconsistencies and How to Mitigate Them in Deep Learning—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks—0
Regulating Spatial Fairness in a Tripartite Micromobility Sharing System via Reinforcement Learning—0
FAIRE: Assessing Racial and Gender Bias in AI-Driven Resume EvaluationsCode0
LITE: LLM-Impelled efficient Taxonomy EvaluationCode0
P2NIA: Privacy-Preserving Non-Iterative Auditing—0
Explainable post-training bias mitigation with distribution-based fairness metrics—0
Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting—0
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage ProfessionalsCode0
Taxonomizing Representational Harms using Speech Act Theory—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Scalable Ride-Sourcing Vehicle Rebalancing with Service Accessibility Guarantee: A Constrained Mean-Field Reinforcement Learning ApproachCode0
BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models—0
The more the merrier: logical and multistage processors in credit scoringCode0
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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