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Fairness

Papers

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Showing 4301–4350 of 5676 papers

TitleStatusHype
Mitigating Membership Inference Vulnerability in Personalized Federated Learning—0
Mitigating Nonlinear Algorithmic Bias in Binary Classification—0
Mitigating Position Bias with Regularization for Recommender Systems—0
Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study—0
Mitigating stereotypical biases in text to image generative systems—0
Mitigating Subgroup Disparities in Multi-Label Speech Emotion Recognition: A Pseudo-Labeling and Unsupervised Learning Approach—0
Mitigating Voter Attribute Bias for Fair Opinion Aggregation—0
Mixed-Integer Optimization for Responsible Machine Learning—0
MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation—0
MLHOps: Machine Learning for Healthcare Operations—0
MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models—0
MO-DEHB: Evolutionary-based Hyperband for Multi-Objective Optimization—0
Model-agnostic bias mitigation methods with regressor distribution control for Wasserstein-based fairness metrics—0
Model-Agnostic Characterization of Fairness Trade-offs—0
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
Model and Evaluation: Towards Fairness in Multilingual Text Classification—0
Model-Based Approach for Measuring the Fairness in ASR—0
Model-Based Machine Learning for Max-Min Fairness Beamforming Design in JCAS Systems—0
"Model Cards for Model Reporting" in 2024: Reclassifying Category of Ethical Considerations in Terms of Trustworthiness and Risk Management—0
Model Debiasing via Gradient-based Explanation on Representation—0
Model Distillation for Revenue Optimization: Interpretable Personalized Pricing—0
Model-Free Approach to Fair Solar PV Curtailment Using Reinforcement Learning—0
Modeling Epistemological Principles for Bias Mitigation in AI Systems: An Illustration in Hiring Decisions—0
Modeling Quality and Machine Learning Pipelines through Extended Feature Models—0
Modeling, Simulation and Fairness Analysis of Wi-Fi and Unlicensed LTE Coexistence—0
Modeling Sustainable City Trips: Integrating CO2e Emissions, Popularity, and Seasonality into Tourism Recommender Systems—0
Modeling Techniques for Machine Learning Fairness: A Survey—0
Modeling the Formation of Social Conventions from Embodied Real-Time Interactions—0
Modelling multi-cell edge video analytics—0
Modelling of Economic Implications of Bias in AI-Powered Health Emergency Response Systems—0
Models and Mechanisms for Spatial Data Fairness—0
Model Selection's Disparate Impact in Real-World Deep Learning Applications—0
Models of fairness in federated learning—0
Modification-Fair Cluster Editing—0
MoENAS: Mixture-of-Expert based Neural Architecture Search for jointly Accurate, Fair, and Robust Edge Deep Neural Networks—0
Monitoring Algorithmic Fairness—0
Monitoring Algorithmic Fairness under Partial Observations—0
Monitoring fairness in machine learning models that predict patient mortality in the ICU—0
Monotone Individual Fairness—0
Monotonicity Anomalies in Scottish Local Government Elections—0
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance—0
Monotonic Neural Additive Models: Pursuing Regulated Machine Learning Models for Credit Scoring—0
Morality-based Assertion and Homophily on Social Media: A Cultural Comparison between English and Japanese Languages—0
Moral Machine or Tyranny of the Majority?—0
More Data Can Lead Us Astray: Active Data Acquisition in the Presence of Label Bias—0
Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process—0
MOReGIn: Multi-Objective Recommendation at the Global and Individual Levels—0
On User-side Fairness in Negative Sampling for Recommender Systems—0
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence—0
Most Swiss-system tournaments are unfair: Evidence from chess—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