SOTAVerified

Fairness

Papers

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Showing 4001–4050 of 5676 papers

TitleStatusHype
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift—0
Is It Still Fair? Investigating Gender Fairness in Cross-Corpus Speech Emotion Recognition—0
Is my Data in your AI Model? Membership Inference Test with Application to Face Images—0
Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models—0
Is the panel fair? Evaluating panel compositions through network analysis. The case of research assessments in Italy—0
Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds—0
Disparate Impact of Artificial Intelligence Bias in Ridehailing Economy's Price Discrimination Algorithms—0
It's complicated. The relationship of algorithmic fairness and non-discrimination regulations for high-risk systems in the EU AI Act—0
It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games—0
Job Recommender Systems: A Review—0
Joint Bandwidth Allocation and Path Selection in WANs with Path Cardinality Constraints—0
Beamforming and Resource Allocation for Delay Optimization in RIS-Assisted OFDM Systems—0
Enhancing Next-Generation Urban Connectivity: Is the Integrated HAPS-Terrestrial Network a Solution?—0
Joint Design of Power Control and Access Point Scheduling for Uplink Cell-Free Massive MIMO Networks—0
Joint operation of a fast-charging EV hub with a stand-alone independent battery storage system under fairness considerations—0
Joint Optimization of AI Fairness and Utility: A Human-Centered Approach—0
Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network—0
Joint Optimization of Uplink and Downlink Power in Full-Duplex Integrated Access and Backhaul—0
Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness—0
Joint Proportional Fairness Scheduling Using Iterative Search for mmWave Concurrent Transmission—0
Joint Time and Power Allocation for 5G NR Unlicensed Systems—0
Just Because We Camp, Doesn't Mean We Should: The Ethics of Modelling Queer Voices—0
Justice in Healthcare Artificial Intelligence in Africa—0
Justice in Misinformation Detection Systems: An Analysis of Algorithms, Stakeholders, and Potential Harms—0
Justified Fairness in House Allocation Problems: two Characterizations of Strategy-proof Mechanisms—0
JustQ: Automated Deployment of Fair and Accurate Quantum Neural Networks—0
Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics—0
Dynamic Resource Allocation with Karma: An Experimental Study—0
Kernel Dependence Regularizers and Gaussian Processes with Applications to Algorithmic Fairness—0
Keynesian Beauty Contest in Morocco's Public Procurement Reform—0
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation—0
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice—0
KFC: A Scalable Approximation Algorithm for k-center Fair Clustering—0
KFC: A Scalable Approximation Algorithm for k−center Fair Clustering—0
Kindness in Multi-Agent Reinforcement Learning—0
KL-Mat : Fair Recommender System via Information Geometry—0
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data—0
Knowledge-Based Stable Roommates Problem: A Real-World Application—0
Knowledge Distillation with Adapted Weight—0
Knowledge-intensive Language Understanding for Explainable AI—0
LabellessFace: Fair Metric Learning for Face Recognition without Attribute Labels—0
Label Noise Robustness for Domain-Agnostic Fair Corrections via Nearest Neighbors Label Spreading—0
LabSafety Bench: Benchmarking LLMs on Safety Issues in Scientific Labs—0
Differentially Private Sampling from Rashomon Sets, and the Universality of Langevin Diffusion for Convex Optimization—0
Language Models That Walk the Talk: A Framework for Formal Fairness Certificates—0
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing—0
Large Language Model (LLM) Bias Index -- LLMBI—0
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey—0
Large Language Models Still Exhibit Bias in Long Text—0
Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory—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