SOTAVerified

Fairness

Papers

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Showing 2101–2150 of 5676 papers

TitleStatusHype
Ethical Leadership in the Age of AI Challenges, Opportunities and Framework for Ethical Leadership—0
Boosting Fairness and Robustness in Over-the-Air Federated Learning—0
Ethical Considerations for the Military Use of Artificial Intelligence in Visual Reconnaissance—0
Ethical Challenges and Evolving Strategies in the Integration of Artificial Intelligence into Clinical Practice—0
An Information-Flow Perspective on Algorithmic Fairness—0
An Exploration of Multicalibration Uniform Convergence Bounds—0
Adversarial Reweighting for Speaker Verification Fairness—0
Ethical AI on the Waitlist: Group Fairness Evaluation of LLM-Aided Organ Allocation—0
Ethical AI in Retail: Consumer Privacy and Fairness—0
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing—0
Estimation of Fair Ranking Metrics with Incomplete Judgments—0
Blockchain-based Trustworthy Federated Learning Architecture—0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features—0
Estimating and Controlling for Equalized Odds via Sensitive Attribute Predictors—0
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior—0
An experimental study on fairness-aware machine learning for credit scoring problem—0
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges—0
Error Parity Fairness: Testing for Group Fairness in Regression Tasks—0
Blind Pareto Fairness and Subgroup Robustness—0
Equity of Attention: Amortizing Individual Fairness in Rankings—0
Equity in Healthcare: Analyzing Disparities in Machine Learning Predictions of Diabetic Patient Readmissions—0
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression—0
Equity Beyond Bias in Language Technologies for Education—0
Equity and Fairness of Bayesian Knowledge Tracing—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models—0
Blaming Humans and Machines: What Shapes People's Reactions to Algorithmic Harm—0
An Examination of Fairness of AI Models for Deepfake Detection—0
Adversarial Fairness Network—0
Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation—0
Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding—0
Equitable Allocation of Healthcare Resources with Fair Cox Models—0
EquiPy: Sequential Fairness using Optimal Transport in Python—0
Black Feminist Musings on Algorithmic Oppression—0
FairCoT: Enhancing Fairness in Diffusion Models via Chain of Thought Reasoning of Multimodal Language Models—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
Equal Opportunity and Affirmative Action via Counterfactual Predictions—0
BIRD: Behavior Induction via Representation-structure Distillation—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Equalizing Recourse across Groups—0
Equalizing Gender Bias in Neural Machine Translation with Word Embeddings Techniques—0
Equalizing Financial Impact in Supervised Learning—0
Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation—0
Equalized Robustness: Towards Sustainable Fairness Under Distributional Shifts—0
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks—0
Biometrics: Trust, but Verify—0
A new look at fairness in stochastic multi-armed bandit problems—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—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