SOTAVerified

Fairness

Papers

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Showing 451–500 of 5676 papers

TitleStatusHype
Fairness Measures for Regression via Probabilistic ClassificationCode1
Too Relaxed to Be FairCode1
Maintaining Discrimination and Fairness in Class Incremental LearningCode1
Learning Fairness in Multi-Agent SystemsCode1
FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and TransparencyCode1
Fair Regression: Quantitative Definitions and Reduction-based AlgorithmsCode1
Agnostic Federated LearningCode1
Aequitas: A Bias and Fairness Audit ToolkitCode1
Delayed Impact of Fair Machine LearningCode1
A comparative study of fairness-enhancing interventions in machine learningCode1
Mitigating Unwanted Biases with Adversarial LearningCode1
Provably Fair RepresentationsCode1
From Parity to Preference-based Notions of Fairness in ClassificationCode1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate MistreatmentCode1
Fairness Constraints: Mechanisms for Fair ClassificationCode1
A Reproducibility Study of Product-side Fairness in Bundle RecommendationCode0
FedGA: A Fair Federated Learning Framework Based on the Gini Coefficient—0
FADE: Adversarial Concept Erasure in Flow Models—0
Looking for Fairness in Recommender Systems—0
Guiding LLM Decision-Making with Fairness Reward ModelsCode0
Fairness-Aware Secure Integrated Sensing and Communications with Fractional Programming—0
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks—0
Fairness Is Not Enough: Auditing Competence and Intersectional Bias in AI-powered Resume ScreeningCode0
Towards Collaborative Fairness in Federated Learning Under Imbalanced Covariate Shift—0
Graph Learning—0
LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Movie Recommendation—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
IndianBailJudgments-1200: A Multi-Attribute Dataset for Legal NLP on Indian Bail Orders—0
Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models—0
MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks—0
Evaluating the Promise and Pitfalls of LLMs in Hiring Decisions—0
Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender SystemCode0
FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation—0
Artificial Delegates Resolve Fairness Issues in Perpetual Voting with Partial Turnout—0
Demonstration of effective UCB-based routing in skill-based queues on real-world data—0
Producer-Fairness in Sequential Bundle Recommendation—0
Peer-to-Peer Energy Markets With Uniform Pricing: A Dynamic Operating Envelope Approach—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
Visibly Fair Mechanisms—0
Multimodal Visual Image Based User Association and Beamforming Using Graph Neural Networks—0
Quantifying Fairness in LLMs Beyond Tokens: A Semantic and Statistical Perspective—0
Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition—0
An Axiomatization of the Random Priority Rule—0
Soft decision trees for survival analysis—0
Client Selection Strategies for Federated Semantic Communications in Heterogeneous IoT Networks—0
AI based Content Creation and Product Recommendation Applications in E-commerce: An Ethical overview—0
What Is the Point of Equality in Machine Learning Fairness? Beyond Equality of Opportunity—0
Fair Contracts in Principal-Agent Games with Heterogeneous Types—0
Computational Studies in Influencer Marketing: A Systematic Literature Review—0
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets—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