SOTAVerified

Fairness

Papers

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Showing 4051–4100 of 5676 papers

TitleStatusHype
A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness—0
A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions—0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
A Comprehensive Survey on Trustworthy Recommender Systems—0
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability—0
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence—0
A Computational Approach to Improving Fairness in K-means Clustering—0
A Uniform Concentration Inequality for Kernel-Based Two-Sample Statistics—0
A Conceptual Framework for Ethical Evaluation of Machine Learning Systems—0
A Conceptual Framework for Evaluating Fairness in Search—0
A conceptual model for leaving the data-centric approach in machine learning—0
A Constraint Programming Approach to Fair High School Course Scheduling—0
Matching Code and Law: Achieving Algorithmic Fairness with Optimal Transport—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
A Critical Survey on Fairness Benefits of Explainable AI—0
ACROCPoLis: A Descriptive Framework for Making Sense of Fairness—0
Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models—0
Active Data Sampling and Generation for Bias Remediation—0
Active Fairness Auditing—0
Active Fairness in Algorithmic Decision Making—0
Active Fairness Instead of Unawareness—0
Active Fourier Auditor for Estimating Distributional Properties of ML Models—0
Active Learning for Fair and Stable Online Allocations—0
AdapFair: Ensuring Continuous Fairness for Machine Learning Operations—0
AdapShare: An RL-Based Dynamic Spectrum Sharing Solution for O-RAN—0
Adaptation Speed Analysis for Fairness-aware Causal Models—0
Adapting Fairness Interventions to Missing Values—0
Adapting SQuaRE for Quality Assessment of Artificial Intelligence Systems—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Adaptive Fairness-Aware Online Meta-Learning for Changing Environments—0
Adaptive Fairness Improvement Based on Causality Analysis—0
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach—0
Adaptive Soft Actor-Critic Framework for RIS-Assisted and UAV-Aided Communication—0
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems—0
Optimal Pricing for Data-Augmented AutoML Marketplaces—0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies—0
A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs—0
Ad Auctions for LLMs via Retrieval Augmented Generation—0
Adding guardrails to advanced chatbots—0
Addressing Algorithmic Bottlenecks in Elastic Machine Learning with Chicle—0
Addressing Biases in the Texts using an End-to-End Pipeline Approach—0
Addressing Bias in Face Detectors using Decentralised Data collection with incentives—0
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management—0
Addressing Blind Guessing: Calibration of Selection Bias in Multiple-Choice Question Answering by Video Language Models—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Addressing Polarization and Unfairness in Performative Prediction—0
Addressing Racial Bias in Facial Emotion Recognition—0
Addressing Strategic Manipulation Disparities in Fair Classification—0
Addressing the Multistakeholder Impact of Popularity Bias in Recommendation Through Calibration—0
A debiasing technique for place-based algorithmic patrol management—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