SOTAVerified

Fairness

Papers

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Showing 3276–3300 of 5676 papers

TitleStatusHype
FaiREE: Fair Classification with Finite-Sample and Distribution-Free GuaranteeCode0
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual ExplanationsCode0
UAV-Assisted Space-Air-Ground Integrated Networks: A Technical Review of Recent Learning Algorithms—0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies—0
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look—0
The European AI Liability Directives -- Critique of a Half-Hearted Approach and Lessons for the Future—0
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale—0
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization?—0
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning—0
Explainable Artificial Intelligence (XAI) from a user perspective- A synthesis of prior literature and problematizing avenues for future research—0
Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks—0
Subgroup Robustness Grows On Trees: An Empirical Baseline InvestigationCode0
Reinforcement learning for traffic signal control in hybrid action space—0
Fairly Allocating Utility in Constrained Multiwinner Elections—0
Vertical Federated Learning: Concepts, Advances and Challenges—0
Incentive-Aware Recommender Systems in Two-Sided MarketsCode0
On the Complexity of Finding a Diverse and Representative Committee using a Monotone, Separable Positional Multiwinner Voting Rule—0
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Fairness Increases Adversarial Vulnerability—0
Cultural Re-contextualization of Fairness Research in Language Technologies in India—0
Bursting the Burden Bubble? An Assessment of Sharma et al.'s Counterfactual-based Fairness MetricCode0
Causal Fairness Assessment of Treatment Allocation with Electronic Health Records—0
Equality of Effort via Algorithmic Recourse—0
Deep Learning on a Healthy Data Diet: Finding Important Examples for FairnessCode0
A survey on knowledge-enhanced multimodal learning—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