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Fairness

Papers

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Showing 2401–2450 of 5676 papers

TitleStatusHype
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
Keystroke Verification Challenge (KVC): Biometric and Fairness Benchmark Evaluation—0
Patience ensures fairness—0
Search-Based Fairness Testing: An Overview—0
Fair Supervised Learning with A Simple Random Sampler of Sensitive AttributesCode0
All Should Be Equal in the Eyes of Language Models: Counterfactually Aware Fair Text GenerationCode0
Kantian Deontology Meets AI Alignment: Towards Morally Grounded Fairness Metrics—0
Counterfactually Fair RepresentationCode0
Fair Wasserstein Coresets—0
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment—0
Is a Seat at the Table Enough? Engaging Teachers and Students in Dataset Specification for ML in Education—0
Cross-Silo Federated Learning Across Divergent Domains with Iterative Parameter AlignmentCode0
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited ResourcesCode0
When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks—0
Holistic Evaluation of Text-To-Image Models—0
Ultimatum game: regret or fairness?—0
Loss Balancing for Fair Supervised LearningCode0
FinA: Fairness of Adverse Effects in Decision-Making of Human-Cyber-Physical-System—0
Kindness in Multi-Agent Reinforcement Learning—0
The Fairness Stitch: Unveiling the Potential of Model Stitching in Neural Network De-BiasingCode0
Strong statistical parity through fair synthetic data—0
Certified Defense on the Fairness of Graph Neural NetworksCode0
Multi-objective Reinforcement Learning with Nonlinear Preferences: Provable Approximation for Maximizing Expected Scalarized Return—0
Procedural Fairness Through Decoupling Objectionable Data Generating ComponentsCode0
LLMs grasp morality in concept—0
Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information RetrievalCode0
Post Turing: Mapping the landscape of LLM Evaluation—0
Improving Fairness using Vision-Language Driven Image AugmentationCode0
Responsible Emergent Multi-Agent Behavior—0
Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical StudyCode0
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs—0
Dynamic Fair Federated Learning Based on Reinforcement Learning—0
Caseformer: Pre-training for Legal Case Retrieval Based on Inter-Case DistinctionsCode0
Noise Correction on Subjective Datasets—0
Probing Explicit and Implicit Gender Bias through LLM Conditional Text Generation—0
On the Opportunities of Green Computing: A Survey—0
FAIRLABEL: Correcting Bias in Labels—0
Parametric Fairness with Statistical Guarantees—0
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing—0
Towards Practical Non-Adversarial Distribution Matching—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Causal Context Connects Counterfactual Fairness to Robust Prediction and Group FairnessCode0
Unmasking Bias in AI: A Systematic Review of Bias Detection and Mitigation Strategies in Electronic Health Record-based Models—0
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES—0
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data—0
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP TasksCode0
On Measuring Fairness in Generative Models—0
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts—0
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics—0
Using Early Readouts to Mediate Featural Bias in Distillation—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