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Fairness

Papers

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Showing 2451–2500 of 5676 papers

TitleStatusHype
Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software—0
Diversity and Inclusion Metrics in Subset Selection—0
Bayesian Neural Networks with Domain Knowledge Priors—0
Diversity and Inclusion in AI for Recruitment: Lessons from Industry Workshop—0
Diversified Ensembling: An Experiment in Crowdsourced Machine Learning—0
Bayesian Modeling of Intersectional Fairness: The Variance of Bias—0
A Mobility Equity Metric for Multi-Modal Intelligent Transportation Systems—0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
Diverse Client Selection for Federated Learning via Submodular Maximization—0
Bayesian Inference for Large Scale Image Classification—0
Distributive Justice and Fairness Metrics in Automated Decision-making: How Much Overlap Is There?—0
Bayesian Hierarchical Models for Counterfactual Estimation—0
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values—0
Distribution-Free Fair Federated Learning with Small Samples—0
Bayesian fairness—0
Batched Online Contextual Sparse Bandits with Sequential Inclusion of Features—0
Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness—0
Addressing Strategic Manipulation Disparities in Fair Classification—0
Achieving Fairness in the Stochastic Multi-armed Bandit Problem—0
Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars—0
Distributionally Robust Optimization with Bias and Variance Reduction—0
Distributionally Robust Federated Learning with Client Drift Minimization—0
Base-Stations Up in the Air: Multi-UAV Trajectory Control for Min-Rate Maximization in Uplink C-RAN—0
Amazing Things Come From Having Many Good Models—0
Distributionally Robust Fair Principal Components via Geodesic Descents—0
Bargaining via Weber's law—0
Distributing Synergy Functions: Unifying Game-Theoretic Interaction Methods for Machine-Learning Explainability—0
BARACK: Partially Supervised Group Robustness With Guarantees—0
A Maximal Correlation Framework for Fair Machine Learning—0
Distributed Quasi-Newton Method for Fair and Fast Federated Learning—0
Distributed Proximal Policy Optimization for Contention-Based Spectrum Access—0
Guaranteeing Accuracy and Fairness under Fluctuating User Traffic: A Bankruptcy-Inspired Re-ranking Approach—0
Combining Contention-Based Spectrum Access and Adaptive Modulation using Deep Reinforcement Learning—0
Bandwidth Reservation for Time-Critical Vehicular Applications: A Multi-Operator Environment—0
A Maximal Correlation Approach to Imposing Fairness in Machine Learning—0
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies—0
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks—0
Dissecting Causal Biases—0
Bandits in Matching Markets: Ideas and Proposals for Peer Lending—0
A Marketplace for Trading AI Models based on Blockchain and Incentives for IoT Data—0
Addressing Racial Bias in Facial Emotion Recognition—0
Achieving Fairness in Predictive Process Analytics via Adversarial Learning—0
Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning—0
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction—0
Disentangling Popularity and Quality: An Edge Classification Approach for Fair Recommendation—0
Disentangling and Operationalizing AI Fairness at LinkedIn—0
Addressing Polarization and Unfairness in Performative Prediction—0
Disentangled Representation with Causal Constraints for Counterfactual Fairness—0
Disentangled Representations from Non-Disentangled Models—0
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment—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