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Fairness

Papers

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Showing 851–900 of 5676 papers

TitleStatusHype
Bias mitigation techniques in image classification: fair machine learning in human heritage collections—0
Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)—0
Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things—0
Balanced Ranking with Diversity Constraints—0
Bias Reducing Multitask Learning on Mental Health Prediction—0
Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm—0
Bias Similarity Across Large Language Models—0
Bias-Tolerant Fair Classification—0
Bicriteria Approximation Algorithms for Priority Matroid Median—0
BiFair: A Fairness-aware Training Framework for LLM-enhanced Recommender Systems via Bi-level Optimization—0
A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning—0
Advantageous and disadvantageous inequality aversion can be taught through vicarious learning of others' preferences—0
Implications of Distance over Redistricting Maps: Central and Outlier Maps—0
Bipartite Graph Variational Auto-Encoder with Fair Latent Representation to Account for Sampling Bias in Ecological Networks—0
A new look at fairness in stochastic multi-armed bandit problems—0
A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics—0
A Bandit-Based Algorithm for Fairness-Aware Hyperparameter Optimization—0
BiSwift: Bandwidth Orchestrator for Multi-Stream Video Analytics on Edge—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Black Feminist Musings on Algorithmic Oppression—0
Balanced House Allocation—0
BLAZE: Blazing Fast Privacy-Preserving Machine Learning—0
An example of prediction which complies with Demographic Parity and equalizes group-wise risks in the context of regression—0
Blind Pareto Fairness and Subgroup Robustness—0
Load Balancing in Federated Learning—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
Blockchain-based Trustworthy Federated Learning Architecture—0
Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing—0
Balanced Filtering via Disclosure-Controlled Proxies—0
BadFair: Backdoored Fairness Attacks with Group-conditioned Triggers—0
An Information-Flow Perspective on Algorithmic Fairness—0
Boosting Fairness and Robustness in Over-the-Air Federated Learning—0
Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing—0
Bounded Incentives in Manipulating the Probabilistic Serial Rule—0
Bounded Temporal Fairness for FIFO Financial Markets—0
MPMA: Preference Manipulation Attack Against Model Context Protocol—0
All of the Fairness for Edge Prediction with Optimal Transport—0
Boxer: Interactive Comparison of Classifier Results—0
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models—0
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling—0
Bridging Fairness and Environmental Sustainability in Natural Language Processing—0
Bridging Fairness Gaps: A (Conditional) Distance Covariance Perspective in Fairness Learning—0
Bridging Human Concepts and Computer Vision for Explainable Face Verification—0
An investigation of structures responsible for gender bias in BERT and DistilBERT—0
Centralized Scheduling Strategies for Cooperative HARQ Retransmissions in Multi-Source Multi-Relay Wireless Networks—0
Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks—0
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences—0
Bridging the Gap Between Explainable AI and Uncertainty Quantification to Enhance Trustability—0
A Notion of Individual Fairness for Clustering—0
Certifying the Fairness of KNN in the Presence of Dataset Bias—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