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Fairness

Papers

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Showing 4801–4850 of 5676 papers

TitleStatusHype
Legally grounded fairness objectives—0
On the Problem of Underranking in Group-Fair RankingCode0
Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups—0
Fair Meta-Learning For Few-Shot Classification—0
Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing—0
Unfairness Discovery and Prevention For Few-Shot Regression—0
The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets—0
Rank-Based Multi-task Learning for Fair Regression—0
Achieving Proportionality up to the Maximin Item with Indivisible Goods—0
What Role Do Intelligent Reflecting Surfaces Play in Multi-Antenna Non-Orthogonal Multiple Access?—0
Group Fairness by Probabilistic Modeling with Latent Fair Decisions—0
Learning Emotional-Blinded Face Representations—0
Strategy Proof Mechanisms for Facility Location in Euclidean and Manhattan Space—0
Evaluating and Mitigating Bias in Image Classifiers: A Causal Perspective Using Counterfactuals—0
Utility Maximization for Large-Scale Cell-Free Massive MIMO Downlink—0
Fairness Constraints in Semi-supervised Learning—0
Active Fairness Instead of Unawareness—0
Justicia: A Stochastic SAT Approach to Formally Verify FairnessCode0
Fair and accurate age prediction using distribution aware data curation and augmentationCode0
Reforms meet fairness concerns in school and college admissions—0
Neither Private Nor Fair: Impact of Data Imbalance on Utility and Fairness in Differential PrivacyCode0
On the Fairness of 'Fake' Data in Legal AI—0
Prune Responsibly—0
A Framework for Fairer Machine Learning in Organizations—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
On the Identification of Fair Auditors to Evaluate Recommender Systems based on a Novel Non-Comparative Fairness Notion—0
Fairness principles for insurance contracts in the presence of default risk—0
Computational Design of Cold Bent Glass Façades—0
Learning Unbiased Representations via Rényi MinimizationCode0
HyperFair: A Soft Approach to Integrating Fairness Criteria—0
"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation—0
A General Framework for Fairness in Multistakeholder Recommendations—0
Fair and Useful Cohort Selection—0
FairXGBoost: Fairness-aware Classification in XGBoost—0
Fairness in the Eyes of the Data: Certifying Machine-Learning Models—0
Comparing Fair Ranking Metrics—0
Initial Classifier Weights Replay for Memoryless Class Incremental Learning—0
Adversarial Learning for Counterfactual FairnessCode0
Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets—0
Improving Fair Predictions Using Variational Inference In Causal ModelsCode0
Auxiliary-task Based Deep Reinforcement Learning for Participant Selection Problem in Mobile Crowdsourcing—0
The Fairness-Accuracy Pareto Front—0
Beyond Individual and Group Fairness—0
The Connection Between Popularity Bias, Calibration, and Fairness in Recommendation—0
FairFly: A Fair Motion Planner for Fleets of Autonomous UAVs in Urban Airspace—0
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted RewardsCode0
Analysing a built-in advantage in asymmetric darts contests using causal machine learning—0
LiFT: A Scalable Framework for Measuring Fairness in ML Applications—0
WAFFLe: Weight Anonymized Factorization for Federated Learning—0
Rate-Splitting Multiple Access for Multigroup Multicast and Multibeam Satellite Systems—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