SOTAVerified

Fairness

Papers

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Showing 2901–2925 of 5676 papers

TitleStatusHype
Enhancing Trust Through Standards: A Comparative Risk-Impact Framework for Aligning ISO AI Standards with Global Ethical and Regulatory Contexts—0
Ensuring Equitable Financial Decisions: Leveraging Counterfactual Fairness and Deep Learning for Bias—0
Ensuring Fair LLM Serving Amid Diverse Applications—0
Ensuring Fairness under Prior Probability Shifts—0
Ensuring Fairness with Transparent Auditing of Quantitative Bias in AI Systems—0
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Ensuring User-side Fairness in Dynamic Recommender Systems—0
Entity Aware Modelling: A Survey—0
Enumeration of Distinct Support Vectors for Interactive Decision Making—0
Envious Explore and Exploit—0
Envy-Free Classification—0
EOMM: An Engagement Optimized Matchmaking Framework—0
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
Equality of Effort via Algorithmic Recourse—0
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations—0
Equality of Opportunity in Classification: A Causal Approach—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Equalizing Financial Impact in Supervised Learning—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Recourse across Groups—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models—0
EquiPy: Sequential Fairness using Optimal Transport in Python—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