SOTAVerified

Fairness

Papers

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Showing 501–550 of 5676 papers

TitleStatusHype
A Reinforcement Learning Approach to Optimize Available Network Bandwidth Utilization—0
Reinforcement Learning for Joint Optimization of Multiple Rewards—0
A fixed point approach for computing actuarially fair Pareto optimal risk-sharing rules—0
Are Linear Regression Models White Box and Interpretable?—0
A Framework for Addressing the Risks and Opportunities In AI-Supported Virtual Health Coaches—0
Are Models Trained on Indian Legal Data Fair?—0
Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
A Framework for Fairer Machine Learning in Organizations—0
A Catalog of Fairness-Aware Practices in Machine Learning Engineering—0
A Ranking Approach to Fair Classification—0
A quest for a fair schedule: The Young Physicists' Tournament—0
A Fairness-aware Hybrid Recommender System—0
A Quantitative Evaluation of the Expressivity of BMI, Pose and Gender in Body Embeddings for Recognition and Identification—0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
A Unified Framework for Input Feature Attribution Analysis—0
Rate-Splitting Multiple Access: The First Prototype and Experimental Validation of its Superiority over SDMA and NOMA—0
A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
A Pre-trained Framework for Multilingual Brain Decoding Using Non-invasive Recordings—0
A Pre-processing Method for Fairness in Ranking—0
A Fair Generative Model Using Total Variation Distance—0
Fair Risk Minimization under Causal Path-Specific Effect Constraints—0
Probabilistic ML Verification via Weighted Model Integration—0
DP-SGD-Global-Adapt-V2-S: Triad Improvements of Privacy, Accuracy and Fairness via Step Decay Noise Multiplier and Step Decay Upper Clipping Threshold—0
Automated Peer-to-peer Negotiation for Energy Contract Settlements in Residential Cooperatives—0
A Fair Federated Learning Framework With Reinforcement Learning—0
A Practical guide on Explainable AI Techniques applied on Biomedical use case applications—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
Approximating Fair k-Min-Sum-Radii in Euclidean Space—0
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records—0
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices—0
Approximate Heavily-Constrained Learning with Lagrange Multiplier Models—0
Approximate Birkhoff-von-Neumann decomposition: a differentiable approach—0
A Fair Classifier Using Kernel Density Estimation—0
Appropriate Fairness Perceptions? On the Effectiveness of Explanations in Enabling People to Assess the Fairness of Automated Decision Systems—0
Approaching Machine Learning Fairness through Adversarial Network—0
A Fair and Ethical Healthcare Artificial Intelligence System for Monitoring Driver Behavior and Preventing Road Accidents—0
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models—0
A Unified Deterministic Channel Model for Multi-Type RIS with Reflective, Transmissive, and Polarization Operations—0
Approaching Ethical Guidelines for Data Scientists—0
Applying and Evaluating Large Language Models in Mental Health Care: A Scoping Review of Human-Assessed Generative Tasks—0
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction—0
APPLE: Adversarial Privacy-aware Perturbations on Latent Embedding for Unfairness Mitigation—0
A Post-Processing-Based Fair Federated Learning Framework—0
A FAIR and AI-ready Higgs boson decay dataset—0
A Polynomial-Time Approximation for Pairwise Fair k-Median Clustering—0
AFAFed -- Protocol analysis—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