SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 5676 papers

TitleStatusHype
Steering Prosocial AI Agents: Computational Basis of LLM's Decision Making in Social Simulation—0
M^2FGB: A Min-Max Gradient Boosting Framework for Subgroup FairnessCode0
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets—0
Multi-Stream Transmission in Cell-Free MIMO Networks with Coherent AP Clustering—0
Building Trustworthy Multimodal AI: A Review of Fairness, Transparency, and Ethics in Vision-Language Tasks—0
Diversity-Fair Online Selection—0
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives—0
FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training—0
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented GenerationCode0
Beyond Global Metrics: A Fairness Analysis for Interpretable Voice Disorder Detection Systems—0
seeBias: A Comprehensive Tool for Assessing and Visualizing AI FairnessCode0
Enhancements for Developing a Comprehensive AI Fairness Assessment Standard—0
FairEval: Evaluating Fairness in LLM-Based Recommendations with Personality Awareness—0
Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-JudgeCode0
Adaptive Bounded Exploration and Intermediate Actions for Data DebiasingCode0
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair—0
MALIBU Benchmark: Multi-Agent LLM Implicit Bias Uncovered—0
Trustworthy AI Must Account for Intersectionality—0
Uncovering Fairness through Data Complexity as an Early Indicator—0
Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-TuningCode0
On the merit principle in strategic exchange—0
Deep Fair Learning: A Unified Framework for Fine-tuning Representations with Sufficient Networks—0
From Fairness to Truthfulness: Rethinking Data Valuation Design—0
Investigating Popularity Bias Amplification in Recommender Systems Employed in the Entertainment Domain—0
On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions—0
HypRL: Reinforcement Learning of Control Policies for Hyperproperties—0
Measuring the right thing: justifying metrics in AI impact assessments—0
Are You Getting What You Pay For? Auditing Model Substitution in LLM APIsCode0
Joint Optimization of Uplink and Downlink Power in Full-Duplex Integrated Access and Backhaul—0
Investigating and Mitigating Stereotype-aware Unfairness in LLM-based Recommendations—0
The Limits of "Fairness" of the Variational Generalized Nash Equilibrium—0
Fair and Energy-Efficient Activation Control Mechanisms for Repeater-Assisted Massive MIMO—0
Post-processing for Fair Regression via Explainable SVDCode0
Neutralizing the Narrative: AI-Powered Debiasing of Online News Articles—0
Understanding EFX Allocations: Counting and Variants—0
Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks—0
Reasoning Inconsistencies and How to Mitigate Them in Deep Learning—0
Regulating Spatial Fairness in a Tripartite Micromobility Sharing System via Reinforcement Learning—0
LITE: LLM-Impelled efficient Taxonomy EvaluationCode0
FAIRE: Assessing Racial and Gender Bias in AI-Driven Resume EvaluationsCode0
Taxonomizing Representational Harms using Speech Act Theory—0
Investigating the Capabilities and Limitations of Machine Learning for Identifying Bias in English Language Data with Information and Heritage ProfessionalsCode0
P2NIA: Privacy-Preserving Non-Iterative Auditing—0
Remember, but also, Forget: Bridging Myopic and Perfect Recall Fairness with Past-Discounting—0
Explainable post-training bias mitigation with distribution-based fairness metrics—0
Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing—0
Scalable Ride-Sourcing Vehicle Rebalancing with Service Accessibility Guarantee: A Constrained Mean-Field Reinforcement Learning ApproachCode0
Show:102550
← PrevPage 16 of 114Next →
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