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Fairness

Papers

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Showing 5226–5250 of 5676 papers

TitleStatusHype
Learning Fair Rule ListsCode0
Equalizing Recourse across Groups—0
Pretrained AI Models: Performativity, Mobility, and Change—0
Optimizing Generalized Rate Metrics through Game Equilibrium—0
Reinforcement Learning for Joint Optimization of Multiple Rewards—0
Approaching Machine Learning Fairness through Adversarial Network—0
Master your Metrics with CalibrationCode0
Avoiding Resentment Via Monotonic FairnessCode0
Quantifying Infra-Marginality and Its Trade-off with Group Fairness—0
Counterfactual Risk Assessments, Evaluation, and FairnessCode0
Multi-Objective Automatic Machine Learning with AutoxgboostMC—0
Fairness-Aware Process Mining—0
Fairness Warnings and Fair-MAML: Learning Fairly with Minimal DataCode0
A Survey on Bias and Fairness in Machine LearningCode0
A Center in Your Neighborhood: Fairness in Facility Location—0
Fairness in Deep Learning: A Computational Perspective—0
Efficient Task-Specific Data Valuation for Nearest Neighbor AlgorithmsCode0
Data Management for Causal Algorithmic Fairness—0
Towards Reducing Biases in Combining Multiple Experts Online—0
Recommender Systems Fairness Evaluation via Generalized Cross Entropy—0
Radio Resource Management for V2V Multihop Communication Considering Adjacent Channel Interference—0
Bayesian Inference for Large Scale Image Classification—0
"Conservatives Overfit, Liberals Underfit": The Social-Psychological Control of Affect and Uncertainty—0
Paired-Consistency: An Example-Based Model-Agnostic Approach to Fairness Regularization in Machine Learning—0
On the Existence of Simpler Machine Learning Models—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