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Fairness

Papers

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Showing 3801–3850 of 5676 papers

TitleStatusHype
How Do Fairness Definitions Fare? Examining Public Attitudes Towards Algorithmic Definitions of Fairness—0
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective—0
How Fair is Your Diffusion Recommender Model?—0
How fair were COVID-19 restriction decisions? A data-driven investigation of England using the dominance-based rough sets approach—0
How Far Can Fairness Constraints Help Recover From Biased Data?—0
How Global Calibration Strengthens Multiaccuracy—0
How model accuracy and explanation fidelity influence user trust—0
30.000 ways to reach 55% decarbonization of the European electricity sector—0
How much income inequality is fair? Nash bargaining solution and its connection to entropy—0
How Personal is Machine Learning Personalization?—0
How Robust is Your Fairness? Evaluating and Sustaining Fairness under Unseen Distribution Shifts—0
How to address monotonicity for model risk management?—0
How to be Fair and Diverse?—0
How to be fair? A study of label and selection bias—0
Fair Without Leveling Down: A New Intersectional Fairness Definition—0
How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning—0
How to Diversify any Personalized Recommender? A User-centric Pre-processing approach—0
How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning—0
How to Solve Fair k-Center in Massive Data Models—0
How to Solve Fair k-Center in Massive Data Models—0
How unfair is private learning ?—0
Human-AI Collaboration in Decision-Making: Beyond Learning to Defer—0
Human-Centered Artificial Intelligence and Machine Learning—0
Human Imperceptible Attacks and Applications to Improve Fairness—0
Human Implicit Preference-Based Policy Fine-tuning for Multi-Agent Reinforcement Learning in USV Swarm—0
Human-in-the-Loop AI for Cheating Ring Detection—0
Human Perceptions of Fairness in Algorithmic Decision Making: A Case Study of Criminal Risk Prediction—0
Humble AI in the real-world: the case of algorithmic hiring—0
HyperFair: A Soft Approach to Integrating Fairness Criteria—0
Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access—0
HypRL: Reinforcement Learning of Control Policies for Hyperproperties—0
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting—0
ICON^2: Reliably Benchmarking Predictive Inequity in Object Detection—0
Identifiability of Causal-based Fairness Notions: A State of the Art—0
Identification of Bias Against People with Disabilities in Sentiment Analysis and Toxicity Detection Models—0
Identification of Systematic Errors of Image Classifiers on Rare Subgroups—0
Identifying and Correcting Label Bias in Machine Learning—0
Identifying and examining machine learning biases on Adult dataset—0
Identifying and Measuring Annotator Bias Based on Annotators’ Demographic Characteristics—0
Identifying and mitigating bias in algorithms used to manage patients in a pandemic—0
Identifying Best Fair Intervention—0
Identifying biases in legal data: An algorithmic fairness perspective—0
Identifying Fairness Issues in Automatically Generated Testing Content—0
Identifying Implicit Social Biases in Vision-Language Models—0
Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models—0
Identifying Reasons for Bias: An Argumentation-Based Approach—0
Identifying Trustworthiness Challenges in Deep Learning Models for Continental-Scale Water Quality Prediction—0
Identity resolution of software metadata using Large Language Models—0
I don't trust you (anymore)! -- The effect of students' LLM use on Lecturer-Student-Trust in Higher Education—0
iFair: Learning Individually Fair Data Representations for Algorithmic Decision Making—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