SOTAVerified

Fairness

Papers

Showing 28262850 of 5676 papers

TitleStatusHype
Resilient Constrained Learning0
Influence Maximization with Fairness at Scale (Extended Version)0
The Flawed Foundations of Fair Machine Learning0
Reducing Popularity Bias in Recommender Systems through AUC-Optimal Negative SamplingCode0
Navigating Fairness in Radiology AI: Concepts, Consequences,and Crucial Considerations0
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning0
Smooth Min-Max Monotonic NetworksCode0
A Survey on Fairness-aware Recommender Systems0
Unfair Utilities and First Steps Towards Improving ThemCode0
Survey of Trustworthy AI: A Meta Decision of AI0
Being Right for Whose Right Reasons?Code0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail0
Towards Fair Disentangled Online Learning for Changing Environments0
Doubly Constrained Fair Clustering0
Pointwise Representational Similarity0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection0
Examining risks of racial biases in NLP tools for child protective services0
Adapting Fairness Interventions to Missing Values0
Disentangling and Operationalizing AI Fairness at LinkedIn0
The Alternating-Time μ-Calculus With Disjunctive Explicit Strategies0
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness EvaluationCode0
The Leximin Approach for a Sequence of Collective Decisions0
Generalized Disparate Impact for Configurable Fairness Solutions in MLCode0
Predictability and Fairness in Load Aggregation with Deadband0
Monotonicity Anomalies in Scottish Local Government Elections0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified