SOTAVerified

Fairness

Papers

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Showing 1226–1250 of 5676 papers

TitleStatusHype
Debias the Black-box: A Fair Ranking Framework via Knowledge Distillation—0
Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression—0
AI Fairness for People with Disabilities: Point of View—0
Counterfactually Fair Regression with Double Machine Learning—0
Counterfactually Fair Reinforcement Learning via Sequential Data Preprocessing—0
Data-Driven Fairness Generalization for Deepfake Detection—0
Counterfactual Multi-Token Fairness in Text Classification—0
A Survey on the Fairness of Recommender Systems—0
Counterfactual Reasoning for Fair Clinical Risk Prediction—0
A Survey on Trustworthiness in Foundation Models for Medical Image Analysis—0
AI Fairness in Practice—0
A Survey on Trustworthy Recommender Systems—0
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models—0
Integrating Fairness and Model Pruning Through Bi-level Optimization—0
CO-VADA: A Confidence-Oriented Voice Augmentation Debiasing Approach for Fair Speech Emotion Recognition—0
Covariance-Robust Dynamic Watermarking—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
A Systematic Literature Review on Client Selection in Federated Learning—0
AI for Explaining Decisions in Multi-Agent Environments—0
Counterfactual Fairness in Text Classification through Robustness—0
A survey on fairness of large language models in e-commerce: progress, application, and challenge—0
Adapting Fairness Interventions to Missing Values—0
Counterfactual Fairness for Predictions using Generative Adversarial Networks—0
Creating a Discipline-specific Commons for Infectious Disease Epidemiology—0
Counterfactual Fairness Evaluation of Machine Learning Models on Educational 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