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Fairness

Papers

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Showing 3401–3450 of 5676 papers

TitleStatusHype
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology—0
Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkCode0
Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
MEDFAIR: Benchmarking Fairness for Medical ImagingCode0
Machine Learning-Powered Course Allocation—0
GANTouch: An Attack-Resilient Framework for Touch-based Continuous Authentication SystemCode0
Ten Years after ImageNet: A 360° Perspective on AI—0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory—0
Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text ClassificationCode0
Variable-Based Calibration for Machine Learning ClassifiersCode0
Neural Causal Models for Counterfactual Identification and Estimation—0
The More Secure, The Less Equally Usable: Gender and Ethnicity (Un)fairness of Deep Face Recognition along Security Thresholds—0
Fair admission risk prediction with proportional multicalibrationCode0
Statistical Inference for Fisher Market Equilibrium—0
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction—0
Discussion about Attacks and Defenses for Fair and Robust Recommendation System Design—0
Joint Optimization of Resource Allocation and Trajectory Control for Mobile Group Users in Fixed-Wing UAV-Enabled Wireless Network—0
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FAIR-FATE: Fair Federated Learning with MomentumCode0
Explainable Global Fairness Verification of Tree-Based ClassifiersCode0
Deep Fair Clustering via Maximizing and Minimizing Mutual Information: Theory, Algorithm and MetricCode0
Controllable Text Generation for Open-Domain Creativity and Fairness—0
Explanations, Fairness, and Appropriate Reliance in Human-AI Decision-Making—0
Doubly Fair Dynamic Pricing—0
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret—0
Fair Robust Active Learning by Joint Inconsistency—0
SCALES: From Fairness Principles to Constrained Decision-MakingCode0
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair ClusteringCode0
Generalized Groves of Neural Additive Models: Pursuing transparent and accurate machine learning models in finance—0
A Comprehensive Survey on Trustworthy Recommender Systems—0
Towards Trustworthy AI-Empowered Real-Time Bidding for Online Advertisement Auctioning—0
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring—0
Closing the Gender Wage Gap: Adversarial Fairness in Job RecommendationCode0
Mirror Prox Algorithm for Large-Scale Cell-Free Massive MIMO Uplink Power Control—0
Fairness and robustness in anti-causal prediction—0
Towards Auditing Unsupervised Learning Algorithms and Human Processes For Fairness—0
Fairness on Synthetic Visual and Thermal Mask Images—0
Measuring Interventional Robustness in Reinforcement LearningCode0
Fairness in Face Presentation Attack DetectionCode0
Through a fair looking-glass: mitigating bias in image datasets—0
Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances—0
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems—0
Survey on Fairness Notions and Related Tensions—0
Algorithmic decision making methods for fair credit scoring—0
Adaptive Fairness Improvement Based on Causality Analysis—0
Omnipredictors for Constrained Optimization—0
iFlipper: Label Flipping for Individual FairnessCode0
Multicalibrated Regression for Downstream Fairness—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