SOTAVerified

Fairness

Papers

Showing 76100 of 5676 papers

TitleStatusHype
Contrastive Mixture of Posteriors for Counterfactual Inference, Data Integration and FairnessCode1
Controllable Guarantees for Fair Outcomes via Contrastive Information EstimationCode1
Cooperation and Fairness in Multi-Agent Reinforcement LearningCode1
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper InfluenceCode1
Comparing SNNs and RNNs on Neuromorphic Vision Datasets: Similarities and DifferencesCode1
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley ValuesCode1
Cohort Shapley value for algorithmic fairnessCode1
CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and QuantizationCode1
Collaborative Fairness in Federated LearningCode1
Computationally Efficient Optimization of Plackett-Luce Ranking Models for Relevance and FairnessCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin LesionsCode1
CFA: Class-wise Calibrated Fair Adversarial TrainingCode1
Achieving Fairness Through Channel Pruning for Dermatological Disease DiagnosisCode1
Causal intersectionality for fair rankingCode1
Challenges in Automated Debiasing for Toxic Language DetectionCode1
Consumer Fairness in Recommender Systems: Contextualizing Definitions and MitigationsCode1
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning ApproachCode1
Can ChatGPT Assess Human Personalities? A General Evaluation FrameworkCode1
Can Active Learning Preemptively Mitigate Fairness Issues?Code1
Fairness in Large Language Models in Three HoursCode1
Can Editing LLMs Inject Harm?Code1
Certified Monotonic Neural NetworksCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMsCode1
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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