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Fairness

Papers

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Showing 5501–5550 of 5676 papers

TitleStatusHype
Fair Meta-Learning For Few-Shot Classification—0
Fair Meta-Learning: Learning How to Learn Fairly—0
fairmetrics: An R package for group fairness evaluation—0
Fair Minimum Representation Clustering—0
Fair Minimum Representation Clustering via Integer Programming—0
FairMixRep : Self-supervised Robust Representation Learning for Heterogeneous Data with Fairness constraints—0
fairml: A Statistician's Take on Fair Machine Learning Modelling—0
FairMobi-Net: A Fairness-aware Deep Learning Model for Urban Mobility Flow Generation—0
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity—0
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification—0
FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models—0
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting—0
FairMT-Bench: Benchmarking Fairness for Multi-turn Dialogue in Conversational LLMs—0
Fair Multi-Exit Framework for Facial Attribute Classification—0
Fair Multi-party Machine Learning -- a Game Theoretic approach—0
Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency—0
Fairness, Accuracy, and Unreliable Data—0
Fairness Amidst Non-IID Graph Data: A Literature Review—0
Fairness Analysis of CLIP-Based Foundation Models for X-Ray Image Classification—0
Fairness Analysis with Shapley-Owen Effects—0
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making—0
Fairness and Accuracy in Federated Learning—0
Fairness and Bias in Algorithmic Hiring: a Multidisciplinary Survey—0
Fairness and Bias in Multimodal AI: A Survey—0
Fairness and Bias in Robot Learning—0
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis—0
Fairness and Deception in Human Interactions with Artificial Agents—0
Fairness in Information Access Systems—0
User Fairness, Item Fairness, and Diversity for Rankings in Two-Sided Markets—0
Fairness and Diversity in Information Access Systems—0
Fairness and Diversity in the Recommendation and Ranking of Participatory Media Content—0
Fairness and Effectiveness in Federated Learning on Non-independent and Identically Distributed Data—0
Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law—0
Fairness and Friends—0
Fairness And Performance In Harmony: Data Debiasing Is All You Need—0
Fairness and Privacy Guarantees in Federated Contextual Bandits—0
Fairness and Privacy in Voice Biometrics:A Study of Gender Influences Using wav2vec 2.0—0
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization—0
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policy—0
Fairness and robustness in anti-causal prediction—0
Fairness and Robustness in Machine Unlearning—0
Fairness and Sequential Decision Making: Limits, Lessons, and Opportunities—0
Fairness and Transparency in Recommendation: The Users' Perspective—0
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations—0
Fairness and Welfare Quantification for Regret in Multi-Armed Bandits—0
Fairness as a Program Property—0
Fairness as Equality of Opportunity: Normative Guidance from Political Philosophy—0
Fairness Assessment for Artificial Intelligence in Financial Industry—0
Fairness at Every Intersection: Uncovering and Mitigating Intersectional Biases in Multimodal Clinical Predictions—0
Fairness-aware Adversarial Perturbation Towards Bias Mitigation for Deployed Deep Models—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