SOTAVerified

Fairness

Papers

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Showing 4826–4850 of 5676 papers

TitleStatusHype
Converging Radar and Communications in the Superposition Transmission—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Convex Markov Games: A New Frontier for Multi-Agent Reinforcement Learning—0
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks—0
Cooperative Energy Scheduling for Microgrids under Peak Demand Energy Plans—0
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like—0
Cooperative IoT Data Sharing with Heterogeneity of Participants Based on Electricity Retail—0
Coordinated Multi-Armed Bandits for Improved Spatial Reuse in Wi-Fi—0
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning—0
Coping with Mistreatment in Fair Algorithms—0
Copying Machine Learning Classifiers—0
Core-Stable Committees under Restricted Domains—0
Correlated Equilibria for Approximate Variational Inference in MRFs—0
Costs and Benefits of Fair Regression—0
Counterfactual Explanation for Fairness in Recommendation—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
Counterfactual Fairness for Predictions using Generative Adversarial Networks—0
Counterfactual Fairness in Text Classification through Robustness—0
Counterfactual Fairness Is Basically Demographic Parity—0
Counterfactual Fairness Is Not Demographic Parity, and Other Observations—0
Counterfactual fairness: removing direct effects through regularization—0
Counterfactual Fairness through Data Preprocessing—0
Counterfactual Fairness through Transforming Data Orthogonal to Bias—0
Counterfactual Fairness with Disentangled Causal Effect Variational Autoencoder—0
Counterfactual Fairness with Partially Known Causal Graph—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