SOTAVerified

Fairness

Papers

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Showing 2551–2575 of 5676 papers

TitleStatusHype
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
FairPrep: Promoting Data to a First-Class Citizen in Studies on Fairness-Enhancing Interventions—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
Fair Principal Component Analysis and Filter Design—0
FairLens: Auditing Black-box Clinical Decision Support Systems—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning—0
FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis—0
Fair Uncertainty Quantification for Depression Prediction—0
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement—0
FairQuant: Certifying and Quantifying Fairness of Deep Neural Networks—0
Fair quantile regression—0
FairWire: Fair Graph Generation—0
FairRAG: Fair Human Generation via Fair Retrieval Augmentation—0
Fair Railway Network Design—0
FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation—0
FairLENS: Assessing Fairness in Law Enforcement Speech Recognition—0
Data Acquisition for Improving Model Fairness using Reinforcement Learning—0
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset—0
Gender bias Evaluation in Luganda-English Machine Translation—0
FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification—0
Fair lending needs explainable models for responsible recommendation—0
Data Augmentation for Personal Knowledge Base Population—0
Lagrangian Duality for Constrained Deep Learning—0
A self-contained karma economy for the dynamic allocation of common resources—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