SOTAVerified

Fairness

Papers

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Showing 2551–2575 of 5676 papers

TitleStatusHype
Towards Fair Disentangled Online Learning for Changing Environments—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
Doubly Constrained Fair Clustering—0
Examining risks of racial biases in NLP tools for child protective services—0
Pointwise Representational Similarity—0
Disentangling and Operationalizing AI Fairness at LinkedIn—0
Adapting Fairness Interventions to Missing Values—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
The Alternating-Time μ-Calculus With Disjunctive Explicit Strategies—0
Generalized Disparate Impact for Configurable Fairness Solutions in MLCode0
Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness EvaluationCode0
The Leximin Approach for a Sequence of Collective Decisions—0
Monotonicity Anomalies in Scottish Local Government Elections—0
Predictability and Fairness in Load Aggregation with Deadband—0
Auditing Fairness by BettingCode0
Fair Clustering via Hierarchical Fair-Dirichlet Process—0
Moral Machine or Tyranny of the Majority?—0
FARA: Future-aware Ranking Algorithm for Fairness OptimizationCode0
Rethinking Certification for Trustworthy Machine Learning-Based Applications—0
GLOBE-CE: A Translation-Based Approach for Global Counterfactual ExplanationsCode0
FairDP: Certified Fairness with Differential Privacy—0
Small Total-Cost Constraints in Contextual Bandits with Knapsacks, with Application to Fairness—0
GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint—0
Counterfactual Generative Models for Time-Varying TreatmentsCode0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—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