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Fairness

Papers

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Showing 3601–3650 of 5676 papers

TitleStatusHype
Gendered Language in Resumes and its Implications for Algorithmic Bias in Hiring—0
A self-contained karma economy for the dynamic allocation of common resources—0
Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech DetectionCode0
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification SystemsCode0
An Empirical Study on the Fairness of Pre-trained Word Embeddings—0
Benchmarking Intersectional Biases in NLPCode0
COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning—0
Automatic scoring of short answers using justification cues estimated by BERT—0
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models—0
Causal Machine Learning: A Survey and Open Problems—0
Understanding Instance-Level Impact of Fairness ConstraintsCode0
Voluntary Information Disclosure in Centralized Matching: Efficiency Gains and Strategic Properties—0
Personalized Detection of Cognitive Biases in Actions of Users from Their Logs: Anchoring and Recency Biases—0
AFAFed -- Protocol analysis—0
Fair Machine Learning in Healthcare: A Review—0
Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale—0
Flexible text generation for counterfactual fairness probing—0
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction—0
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer—0
Transferring Fairness under Distribution Shifts via Fair Consistency RegularizationCode0
Achievement and Fragility of Long-term Equitability—0
Bugs in Machine Learning-based Systems: A Faultload Benchmark—0
On Structural Explanation of Bias in Graph Neural NetworksCode0
Context matters for fairness -- a case study on the effect of spatial distribution shifts—0
Three Applications of Conformal Prediction for Rating Breast Density in Mammography—0
Experts' View on Challenges and Needs for Fairness in Artificial Intelligence for Education—0
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages—0
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing—0
Multi-Access Point Coordination for Next-Gen Wi-Fi Networks Aided by Deep Reinforcement Learning—0
Square One Bias in NLP: Towards a Multi-Dimensional Exploration of the Research Manifold—0
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services—0
Algorithmic Fairness and Vertical Equity: Income Fairness with IRS Tax Audit Models—0
Multiple Fairness and Cardinality constraints for Students-Topics Grouping Problem—0
The Right Tool for the Job: Open-Source Auditing Tools in Machine Learning—0
Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi MeasuresCode0
Fairness-aware Model-agnostic Positive and Unlabeled Learning—0
Adversarial Scrutiny of Evidentiary Statistical Software—0
Fair Generalized Linear Models with a Convex PenaltyCode0
Motley: Benchmarking Heterogeneity and Personalization in Federated LearningCode0
Active Fairness Auditing—0
Learning to Teach Fairness-aware Deep Multi-task Learning—0
Fair Ranking as Fair Division: Impact-Based Individual Fairness in RankingCode0
Beyond Adult and COMPAS: Fairness in Multi-Class PredictionCode0
Metric-Fair Classifier Derandomization—0
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview—0
Measuring Representational Harms in Image Captioning—0
ABCinML: Anticipatory Bias Correction in Machine Learning ApplicationsCode0
Causal Discovery for Fairness—0
Moving towards FAIR practices in epidemiological research—0
A Machine Learning Model for Predicting, Diagnosing, and Mitigating Health Disparities in Hospital Readmission—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