SOTAVerified

Fairness

Papers

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Showing 2601–2650 of 5676 papers

TitleStatusHype
Data Management for Causal Algorithmic Fairness—0
Fair SA: Sensitivity Analysis for Fairness in Face Recognition—0
Fair Scheduling for Time-dependent Resources—0
Fair lending needs explainable models for responsible recommendation—0
A self-contained karma economy for the dynamic allocation of common resources—0
Fair learning with Wasserstein barycenters for non-decomposable performance measures—0
Inference-time Stochastic Ranking with Risk Control—0
Data Plagiarism Index: Characterizing the Privacy Risk of Data-Copying in Tabular Generative Models—0
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?—0
On Meritocracy in Optimal Set Selection—0
Auction-Based Scheduling—0
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair—0
Data Privacy and Trustworthy Machine Learning—0
FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization—0
Agent Incentives: A Causal Perspective—0
Fair Sortition Made Transparent—0
Cohort-attention Evaluation Metric against Tied Data: Studying Performance of Classification Models in Cancer Detection—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
Fair Spatial Indexing: A paradigm for Group Spatial Fairness—0
FairSR: Fairness-aware Sequential Recommendation through Multi-Task Learning with Preference Graph Embeddings—0
Data Representativity for Machine Learning and AI Systems—0
FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering—0
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems—0
FairSTG: Countering performance heterogeneity via collaborative sample-level optimization—0
Auditing and Achieving Intersectional Fairness in Classification Problems—0
Fair Streaming Feature Selection—0
Fair Community Detection and Structure Learning in Heterogeneous Graphical Models—0
Fair Submodular Cover—0
Fair Sufficient Representation Learning—0
Dataset Representativeness and Downstream Task Fairness—0
CONFAIR: Configurable and Interpretable Algorithmic Fairness—0
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education—0
FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition—0
Fair task allocation in transportation—0
FAIR-TAT: Improving Model Fairness Using Targeted Adversarial Training—0
Datasheets for Machine Learning Sensors: Towards Transparency, Auditability, and Responsibility for Intelligent Sensing—0
Fair Text-to-Image Diffusion via Fair Mapping—0
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines—0
Federated Learning with Relative Fairness—0
Fair Training of Decision Tree Classifiers—0
Fair treatment allocations in social networks—0
Data vs. Model Machine Learning Fairness Testing: An Empirical Study—0
Fairlearn: Assessing and Improving Fairness of AI Systems—0
Cognitive Models as Simulators: The Case of Moral Decision-Making—0
Fair Uncertainty Quantification for Depression Prediction—0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
Fair Visual Recognition via Intervention with Proxy Features—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification—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