SOTAVerified

Fairness

Papers

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Showing 901–925 of 5676 papers

TitleStatusHype
Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools—0
Adversarial Scrutiny of Evidentiary Statistical Software—0
Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks—0
Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning—0
Bugs in Machine Learning-based Systems: A Faultload Benchmark—0
Building A Unified AI-centric Language System: analysis, framework and future work—0
Building Better Open-Source Tools to Support Fairness in Automated Scoring—0
Building Ethically Bounded AI—0
A Novel NOMA Solution with RIS Partitioning—0
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks—0
Load Balancing in Federated Learning—0
Bundled School Choice—0
Bypassing the Popularity Bias: Repurposing Models for Better Long-Tail Recommendation—0
CADRE: Customizable Assurance of Data Readiness in Privacy-Preserving Federated Learning—0
Balanced Filtering via Disclosure-Controlled Proxies—0
CAD-VAE: Leveraging Correlation-Aware Latents for Comprehensive Fair Disentanglement—0
An Overview of Fairness in Data – Illuminating the Bias in Data Pipeline—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
All of the Fairness for Edge Prediction with Optimal Transport—0
Cali3F: Calibrated Fast Fair Federated Recommendation System—0
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees—0
Calibrated Fairness in Bandits—0
Anticipating Gaming to Incentivize Improvement: Guiding Agents in (Fair) Strategic Classification—0
Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank—0
Characterising Bias in Compressed Models—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