SOTAVerified

Fairness

Papers

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Showing 2501–2550 of 5676 papers

TitleStatusHype
Fairness Vs. Personalization: Towards Equity in Epistemic Utility—0
Creating Fair Models of Atherosclerotic Cardiovascular Disease Risk—0
Fairness, Welfare, and Equity in Personalized Pricing—0
Fairness with Continuous Optimal Transport—0
Critical windows: non-asymptotic theory for feature emergence in diffusion models—0
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare—0
Fairness Without Demographics in Human-Centered Federated Learning—0
Formalising Anti-Discrimination Law in Automated Decision Systems—0
Aggregating Concepts of Accuracy and Fairness in Prediction Algorithms—0
Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution—0
Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem—0
FairST: Equitable Spatial and Temporal Demand Prediction for New Mobility Systems—0
Fairness without Regret—0
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360° Video Streaming—0
Fairly Accurate: Optimizing Accuracy Parity in Fair Target-Group Detection—0
Fairness with Overlapping Groups—0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
Fairness with Wasserstein Adversarial Networks—0
Fairly Accurate: Learning Optimal Accuracy vs. Fairness Tradeoffs for Hate Speech Detection—0
Collaborative Policy Learning for Dynamic Scheduling Tasks in Cloud-Edge-Terminal IoT Networks Using Federated Reinforcement Learning—0
Fair NLP Models with Differentially Private Text Encoders—0
Crowd, Lending, Machine, and Bias—0
Crowd-SFT: Crowdsourcing for LLM Alignment—0
Fair Node Representation Learning via Adaptive Data Augmentation—0
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation—0
FairNorm: Fair and Fast Graph Neural Network Training—0
Cubic-Regularized Newton for Spectral Constrained Matrix Optimization and its Application to Fairness—0
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics—0
FAIRO: Fairness-aware Adaptation in Sequential-Decision Making for Human-in-the-Loop Systems—0
Fair Off-Policy Learning from Observational Data—0
Cultural Re-contextualization of Fairness Research in Language Technologies in India—0
Fair Online Bilateral Trade—0
Fair Outlier Detection—0
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction—0
Collaborative Machine Learning with Incentive-Aware Model Rewards—0
Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records—0
Fair Performance Metric Elicitation—0
CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking System—0
Agents on the Bench: Large Language Model Based Multi Agent Framework for Trustworthy Digital Justice—0
FairPilot: An Explorative System for Hyperparameter Tuning through the Lens of Fairness—0
How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI—0
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness—0
Current state of LLM Risks and AI Guardrails—0
Fair Play in the Fast Lane: Integrating Sportsmanship into Autonomous Racing Systems—0
Fair Policy Targeting—0
Fair Polylog-Approximate Low-Cost Hierarchical Clustering—0
Collaborative Honeypot Defense in UAV Networks: A Learning-Based Game Approach—0
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments—0
FairLex: A Multilingual Benchmark for Evaluating Fairness in Legal Text Processing—0
FairLens: Auditing Black-box Clinical Decision Support Systems—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