SOTAVerified

Fairness

Papers

Showing 76100 of 5676 papers

TitleStatusHype
A Large-scale Universal Evaluation Benchmark For Face Forgery DetectionCode1
Controlling Fairness and Bias in Dynamic Learning-to-RankCode1
Counterfactual Inference for Text Classification DebiasingCode1
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper InfluenceCode1
Consumer Fairness in Recommender Systems: Contextualizing Definitions and MitigationsCode1
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Agnostic Federated LearningCode1
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and FairnessCode1
Controllable Guarantees for Fair Outcomes via Contrastive Information EstimationCode1
Collaborative Fairness in Federated LearningCode1
Cohort Shapley value for algorithmic fairnessCode1
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley ValuesCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
Fairness in Large Language Models in Three HoursCode1
Achieving Fairness Through Channel Pruning for Dermatological Disease DiagnosisCode1
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and DifferencesCode1
Controlling Directions Orthogonal to a ClassifierCode1
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning ApproachCode1
Certified Monotonic Neural NetworksCode1
CFA: Class-wise Calibrated Fair Adversarial TrainingCode1
Adversarial Attacks on Fairness of Graph Neural NetworksCode1
Aequitas: A Bias and Fairness Audit ToolkitCode1
Algorithmic Decision Making with Conditional FairnessCode1
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and QuantizationCode1
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
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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