SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3201–3250 of 5676 papers

TitleStatusHype
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making—0
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret—0
SCALES: From Fairness Principles to Constrained Decision-MakingCode0
Fair Robust Active Learning by Joint Inconsistency—0
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning—0
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair ClusteringCode0
Fairness ReprogrammingCode1
A Comprehensive Survey on Trustworthy Recommender Systems—0
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring—0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance—0
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness—0
Mirror Prox Algorithm for Large-Scale Cell-Free Massive MIMO Uplink Power Control—0
Fairness and robustness in anti-causal prediction—0
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detectionCode1
Closing the Gender Wage Gap: Adversarial Fairness in Job RecommendationCode0
Fairness in Face Presentation Attack DetectionCode0
Fairness on Synthetic Visual and Thermal Mask Images—0
Measuring Interventional Robustness in Reinforcement LearningCode0
Rethinking Knowledge Graph Evaluation Under the Open-World AssumptionCode1
Through a fair looking-glass: mitigating bias in image datasets—0
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems—0
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances—0
Survey on Fairness Notions and Related Tensions—0
FairGBM: Gradient Boosting with Fairness ConstraintsCode1
Algorithmic decision making methods for fair credit scoring—0
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 65 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