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Fairness

Papers

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Showing 451–500 of 5676 papers

TitleStatusHype
Transformer-Based Power Optimization for Max-Min Fairness in Cell-Free Massive MIMO—0
Biased Heritage: How Datasets Shape Models in Facial Expression RecognitionCode0
Towards Explainable Doctor Recommendation with Large Language Models—0
Fair Play in the Fast Lane: Integrating Sportsmanship into Autonomous Racing Systems—0
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports—0
FairSense-AI: Responsible AI Meets Sustainability—0
Multiaccuracy and Multicalibration via Proxy Groups—0
Privacy-Preserving Fair Synthetic Tabular Data—0
Towards Multi-Stakeholder Evaluation of ML Models: A Crowdsourcing Study on Metric Preferences in Job-matching System—0
LLMs as Educational Analysts: Transforming Multimodal Data Traces into Actionable Reading Assessment ReportsCode0
Deep Reinforcement Learning-Based User Association in Hybrid LiFi/WiFi Indoor Networks—0
Fairness and/or Privacy on Social GraphsCode0
MAB-Based Channel Scheduling for Asynchronous Federated Learning in Non-Stationary Environments—0
Keynesian Beauty Contest in Morocco's Public Procurement Reform—0
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
FACROC: a fairness measure for FAir Clustering through ROC curvesCode0
Traffic Priority-Aware 5G NR-U/Wi-Fi Coexistence with Deep Reinforcement Learning—0
Hidden Convexity of Fair PCA and Fast Solver via Eigenvalue OptimizationCode0
ProBench: Benchmarking Large Language Models in Competitive Programming—0
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models—0
Investigating the Relationship Between Debiasing and Artifact Removal using Saliency Maps—0
XAIxArts Manifesto: Explainable AI for the Arts—0
Mapping Trustworthiness in Large Language Models: A Bibliometric Analysis Bridging Theory to Practice—0
Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory—0
Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case StudyCode0
When does a predictor know its own loss?—0
Pilot and Data Power Control for Uplink Cell-free massive MIMO—0
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
MAFE: Multi-Agent Fair Environments for Decision-Making Systems—0
An Overview of Large Language Models for Statisticians—0
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness—0
Defining bias in AI-systems: Biased models are fair models—0
Exploring Gender Disparities in Automatic Speech Recognition Technology—0
FinP: Fairness-in-Privacy in Federated Learning by Addressing Disparities in Privacy Risk—0
Vision Language Models in Medicine—0
Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives—0
Achieving Fair PCA Using Joint Eigenvalue Decomposition—0
Mitigating Bias in RAG: Controlling the EmbedderCode0
Unmasking Societal Biases in Respiratory Support for ICU Patients through Social Determinants of HealthCode0
PLS-based approach for fair representation learning—0
Reproducibility Study of Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation—0
Efficient Estimation of Shortest-Path Distance Distributions to Samples in GraphsCode0
A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare—0
Multi-agent Multi-armed Bandits with Minimum Reward Guarantee FairnessCode0
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features—0
Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks—0
Blockchain-based Framework for Scalable and Incentivized Federated Learning—0
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological MeasurementCode0
Self-Regularization with Latent Space Explanations for Controllable LLM-based Classification—0
Unbiased Collaborative Filtering with Fair SamplingCode0
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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