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Fairness

Papers

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Showing 3401–3450 of 5676 papers

TitleStatusHype
Structured Massive Access for Scalable Cell-Free Massive MIMO Systems—0
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks—0
Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging—0
An empirical study of testing machine learning in the wild—0
Study on the Fairness of Speaker Verification Systems on Underrepresented Accents in English—0
Subdeterminant Maximization via Nonconvex Relaxations and Anti-concentration—0
Are Your Reviewers Being Treated Equally? Discovering Subgroup Structures to Improve Fairness in Spam Detection—0
Sublinear Algorithms for Wasserstein and Total Variation Distances: Applications to Fairness and Privacy Auditing—0
Submodular Maximization Approaches for Equitable Client Selection in Federated Learning—0
Subverting Fair Image Search with Generative Adversarial Perturbations—0
Subverting machines, fluctuating identities: Re-learning human categorization—0
Sum Rate Fairness Trade-off-based Resource Allocation Technique for MISO NOMA Systems—0
Super Apps and the Digital Markets Act—0
Superhuman Game AI Disclosure: Expertise and Context Moderate Effects on Trust and Fairness—0
Supervised Algorithmic Fairness in Distribution Shifts: A Survey—0
Supervised Transfer Learning at Scale for Medical Imaging—0
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models—0
Survey of Social Bias in Vision-Language Models—0
Survey on AI Ethics: A Socio-technical Perspective—0
Survey on Causal-based Machine Learning Fairness Notions—0
Survey on Fairness Notions and Related Tensions—0
Survey on Fair Reinforcement Learning: Theory and Practice—0
Sustainable and Resilient Systems for Intergenerational Justice—0
Sustainable Modular Debiasing of Language Models—0
SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning—0
Switching in the Rain: Predictive Wireless x-haul Network Reconfiguration—0
Symbolic Controller Synthesis for B\"uchi Specifications on Stochastic Systems—0
Resolute and symmetric mechanisms for two-sided matching problems—0
Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks—0
Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models—0
Synthetic Counterfactual Faces—0
Synthetic Data Applications in Finance—0
Synthetic Data Generation for Intersectional Fairness by Leveraging Hierarchical Group Structure—0
Synthetic Data in AI: Challenges, Applications, and Ethical Implications—0
Systematic Biases in Link Prediction: comparing heuristic and graph embedding based methods—0
Systematic Offensive Stereotyping (SOS) Bias in Language Models—0
Systemic Fairness—0
Towards Integrating Fairness Transparently in Industrial Applications—0
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies—0
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning—0
Taking Advantage of Multitask Learning for Fair Classification—0
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence—0
Algorithmic Challenges in Ensuring Fairness at the Time of Decision—0
Targeted Learning for Data Fairness—0
Targeting the Core: A Simple and Effective Method to Attack RAG-based Agents via Direct LLM Manipulation—0
Target specification bias, counterfactual prediction, and algorithmic fairness in healthcare—0
Intelligent Offloading in Vehicular Edge Computing: A Comprehensive Review of Deep Reinforcement Learning Approaches and Architectures—0
Taxonomizing Representational Harms using Speech Act Theory—0
TDLS: A Top-Down Layer Searching Algorithm for Generating Counterfactual Visual Explanation—0
Reproducibility as a Mechanism for Teaching Fairness, Accountability, Confidentiality, and Transparency in Artificial Intelligence—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