SOTAVerified

Fairness

Papers

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Showing 2601–2625 of 5676 papers

TitleStatusHype
Data Management for Causal Algorithmic Fairness—0
Fair SA: Sensitivity Analysis for Fairness in Face Recognition—0
Fair Scheduling for Time-dependent Resources—0
Inference-time Stochastic Ranking with Risk Control—0
Agent Incentives: A Causal Perspective—0
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection—0
FairSense-AI: Responsible AI Meets Sustainability—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?—0
On Meritocracy in Optimal Set Selection—0
Auction-Based Scheduling—0
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair—0
Data Privacy and Trustworthy Machine Learning—0
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
Fair Sortition Made Transparent—0
Feature-based Individual Fairness in k-Clustering—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Fair Spatial Indexing: A paradigm for Group Spatial Fairness—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Data Representativity for Machine Learning and AI Systems—0
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering—0
Fairlearn: Assessing and Improving Fairness of AI Systems—0
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization—0
Cognitive Models as Simulators: The Case of Moral Decision-Making—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