SOTAVerified

Fairness

Papers

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Showing 1726–1750 of 5676 papers

TitleStatusHype
Equality of Opportunity in Classification: A Causal Approach—0
Towards Fairness-Aware Federated Learning—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Equalizing Financial Impact in Supervised Learning—0
A new look at fairness in stochastic multi-armed bandit problems—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Recourse across Groups—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
AI-based traffic analysis in digital twin networks—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models—0
EquiPy: Sequential Fairness using Optimal Transport in Python—0
Equitable Allocation of Healthcare Resources with Fair Cox Models—0
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding—0
Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation—0
Contrastive Fairness in Machine Learning—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Equity and Fairness of Bayesian Knowledge Tracing—0
Equity Beyond Bias in Language Technologies for Education—0
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions—0
Equity of Attention: Amortizing Individual Fairness in Rankings—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
A Survey of Defenses against AI-generated Visual Media: Detection, Disruption, and Authentication—0
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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