SOTAVerified

Fairness

Papers

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Showing 2151–2175 of 5676 papers

TitleStatusHype
MPMA: Preference Manipulation Attack Against Model Context Protocol—0
Equality of Opportunity in Classification: A Causal Approach—0
Equality of Learning Opportunity via Individual Fairness in Personalized Recommendations—0
Equality of Effort via Algorithmic Recourse—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
A New Approach to Fair Distribution of Welfare—0
Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences—0
Bias-Tolerant Fair Classification—0
EOMM: An Engagement Optimized Matchmaking Framework—0
Bias Similarity Across Large Language Models—0
FNNC: Achieving Fairness through Neural Networks—0
Envy-Free Classification—0
Envious Explore and Exploit—0
Enumeration of Distinct Support Vectors for Interactive Decision Making—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
A neural anisotropic view of underspecification in deep learning—0
Advancing subgroup fairness via sleeping experts—0
Entity Aware Modelling: A Survey—0
Ensuring User-side Fairness in Dynamic Recommender Systems—0
An Epistemic Approach to the Formal Specification of Statistical Machine Learning—0
A Conceptual Algorithm for Applying Ethical Principles of AI to Medical Practice—0
Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine—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