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Fairness

Papers

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Showing 951–1000 of 5676 papers

TitleStatusHype
Alleviating the recommendation bias via rank aggregation—0
Can We Trust Machine Learning? The Reliability of Features from Open-Source Speech Analysis Tools for Speech Modeling—0
Approximating Fair k-Min-Sum-Radii in Euclidean Space—0
Comparing Methods for Bias Mitigation in Graph Neural Networks—0
Developing a Novel Holistic, Personalized Dementia Risk Prediction Model via Integration of Machine Learning and Network Systems Biology Approaches—0
BaBE: Enhancing Fairness via Estimation of Latent Explaining Variables—0
A Fair Federated Learning Framework With Reinforcement Learning—0
Ontology of Belief Diversity: A Community-Based Epistemological Approach—0
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs—0
A Pre-processing Method for Fairness in Ranking—0
Aligning Trustworthy AI with Democracy: A Dual Taxonomy of Opportunities and Risks—0
CARMA: Fair and efficient bottleneck congestion management via non-tradable karma credits—0
Axiomatic characterizations of some simple risk-sharing rules—0
A Canonical Data Transformation for Achieving Inter- and Within-group Fairness—0
Comparing Fairness of Generative Mobility Models—0
Coverage and Spectral Efficiency of NOMA-Enabled LEO Satellite Networks with Ordering Schemes—0
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces—0
Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction—0
A quest for a fair schedule: The Young Physicists' Tournament—0
Causal Conceptions of Fairness and their Consequences—0
A Ranking Approach to Fair Classification—0
Causal Dependence Plots—0
Causal Discovery for Fairness—0
Causal Equal Protection as Algorithmic Fairness—0
Causal Explanations and XAI—0
Causal Fair Metric: Bridging Causality, Individual Fairness, and Adversarial Robustness—0
Causal Fairness Analysis—0
Causal Fairness for Outcome Control—0
Causal Fairness-Guided Dataset Reweighting using Neural Networks—0
Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework—0
Causal Feature Selection for Responsible Machine Learning—0
Causal foundations of bias, disparity and fairness—0
Causal Inference for Recommendation: Foundations, Methods and Applications—0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond—0
Comparing Fair Ranking Metrics—0
Causal Inference under Data Restrictions—0
Causal Inference with Deep Causal Graphs—0
Avoiding Discrimination through Causal Reasoning—0
Causal Intervention for Fairness in Multi-behavior Recommendation—0
Causal Interventions for Fairness—0
Causality-Aided Trade-off Analysis for Machine Learning Fairness—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causality-based Neural Network Repair—0
Causality in Neural Networks -- An Extended Abstract—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Causal Learning for Socially Responsible AI—0
Causal Learning for Trustworthy Recommender Systems: A Survey—0
A Video-based Detector for Suspicious Activity in Examination with OpenPose—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