SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3226–3250 of 5676 papers

TitleStatusHype
ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug DiscoveryCode1
Improving Robust Fairness via Balance Adversarial Training—0
Adaptive Fairness Improvement Based on Causality Analysis—0
Fair Inference for Discrete Latent Variable Models—0
Omnipredictors for Constrained Optimization—0
iFlipper: Label Flipping for Individual FairnessCode0
Multicalibrated Regression for Downstream Fairness—0
Efficient first-order predictor-corrector multiple objective optimization for fair misinformation detection—0
Accuracy, Fairness, and Interpretability of Machine Learning Criminal Recidivism Models—0
Data Privacy and Trustworthy Machine Learning—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Fast online ranking with fairness of exposure—0
Concept-Based Explanations for Tabular Data—0
Adversarial Inter-Group Link Injection Degrades the Fairness of Graph Neural NetworksCode0
Investigating Bias with a Synthetic Data Generator: Empirical Evidence and Philosophical InterpretationCode0
It's Not Fairness, and It's Not Fair: The Failure of Distributional Equality and the Promise of Relational Equality in Complete-Information Hiring Games—0
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering—0
Fairness in Forecasting of Observations of Linear Dynamical SystemsCode0
Random Isn't Always Fair: Candidate Set Imbalance and Exposure Inequality in Recommender Systems—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Fair Matrix Factorisation for Large-Scale Recommender Systems—0
A Stakeholder-Centered View on Fairness in Music Recommender Systems—0
Who Pays? Personalization, Bossiness and the Cost of Fairness—0
FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems—0
Efficient Gender Debiasing of Pre-trained Indic Language Models—0
Show:102550
← PrevPage 130 of 228Next →
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