SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2451–2500 of 5676 papers

TitleStatusHype
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Fairness-Oriented Semi-Chaotic Genetic Algorithm-Based Channel Assignment Technique for Nodes Starvation Problem in Wireless Mesh Network—0
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification—0
Fairness Perception from a Network-Centric Perspective—0
Fair Regression under Sample Selection Bias—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Fairness Practices in Industry: A Case Study in Machine Learning Teams Building Recommender Systems—0
Fairness Preferences, Actual and Hypothetical: A Study of Crowdworker Incentives—0
Counterfactually Fair Regression with Double Machine Learning—0
Fairness principles for insurance contracts in the presence of default risk—0
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection—0
Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems—0
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning—0
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
Counterfactual Multi-Token Fairness in Text Classification—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
Fairness Sample Complexity and the Case for Human Intervention—0
Fairness Score and Process Standardization: Framework for Fairness Certification in Artificial Intelligence Systems—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
Fairness Shields: Safeguarding against Biased Decision Makers—0
Fairness Testing of Deep Image Classification with Adequacy Metrics—0
Fairness Testing: Testing Software for Discrimination—0
Fairness Testing through Extreme Value Theory—0
A Survey on Trustworthy Recommender Systems—0
Fairness Through Causal Awareness: Learning Latent-Variable Models for Biased Data—0
Fairness Through Computationally-Bounded Awareness—0
Federating for Learning Group Fair Models—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
Fairness through Equality of Effort—0
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition—0
Fairness through Social Welfare Optimization—0
Fairness Through Regularization for Learning to Rank—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
Fairness Uncertainty Quantification: How certain are you that the model is fair?—0
Fairness under Competition—0
Fairness Under Composition—0
AI for Explaining Decisions in Multi-Agent Environments—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
Fairness Under Feature Exemptions: Counterfactual and Observational Measures—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
Fair Machine Learning Under Partial Compliance—0
Fair ranking: a critical review, challenges, and future directions—0
Fairness via Adversarial Attribute Neighbourhood Robust Learning—0
Fairness via AI: Bias Reduction in Medical Information—0
Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations—0
Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale—0
Fair regression via plug-in estimator and recalibration with statistical guarantees—0
Show:102550
← PrevPage 50 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