SOTAVerified

Fairness

Papers

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Showing 2351–2400 of 5676 papers

TitleStatusHype
Analyzing Bias in Sensitive Personal Information Used to Train Financial Models—0
A Dichotomous Analysis of Unemployment Benefits—0
Early Diagnosis of Chronic Obstructive Pulmonary Disease from Chest X-Rays using Transfer Learning and Fusion Strategies—0
Reranking individuals: The effect of fair classification within-groups—0
E2FL: Equal and Equitable Federated Learning—0
Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks—0
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset—0
Dynamic Slimmable Denoising Network—0
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing—0
Dynamic Scheduling Strategies for Resource Optimization in Computing Environments—0
Dynamic Pricing for On-Demand DNN Inference in the Edge-AI Market—0
Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory—0
AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models—0
Dynamic Multichannel Access via Multi-agent Reinforcement Learning: Throughput and Fairness Guarantees—0
Dynamic Modeling and Equilibria in Fair Decision Making—0
Better Fair than Sorry: Adversarial Missing Data Imputation for Fair GNNs—0
Dynamic fairness - Breaking vicious cycles in automatic decision making—0
Dynamic Fairness-Aware Spectrum Auction for Enhanced Licensed Shared Access in 6G Networks—0
Analysis of Scheduling schemes based on Carrier Aggregation in LTE-Advanced and their improvement—0
Dynamic fairness-aware recommendation through multi-agent social choice—0
Dynamic Fair Federated Learning Based on Reinforcement Learning—0
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness—0
Dynamical Isometry based Rigorous Fair Neural Architecture Search—0
Best-Case Lower Bounds in Online Learning—0
Analysis of Fairness-promoting Optimization Schemes of Photovoltaic Curtailments for Voltage Regulation in Power Distribution Networks—0
A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing—0
Achieving Fair PCA Using Joint Eigenvalue Decomposition—0
DVM: Towards Controllable LLM Agents in Social Deduction Games—0
Dual Node and Edge Fairness-Aware Graph Partition—0
Best Arm Identification with Fairness Constraints on Subpopulations—0
Analysing Fairness of Privacy-Utility Mobility Models—0
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age—0
DROPS: Deep Retrieval of Physiological Signals via Attribute-specific Clinical Prototypes—0
Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features—0
Drop Edges and Adapt: a Fairness Enforcing Fine-tuning for Graph Neural Networks—0
DR.GAP: Mitigating Bias in Large Language Models using Gender-Aware Prompting with Demonstration and Reasoning—0
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models—0
Analysing and Organising Human Communications for AI Fairness-Related Decisions: Use Cases from the Public Sector—0
A Deep Reinforcement Learning Approach for Fair Traffic Signal Control—0
Dr. FERMI: A Stochastic Distributionally Robust Fair Empirical Risk Minimization Framework—0
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service—0
Benchmarking Mutual Information-based Loss Functions in Federated Learning—0
Analysing a built-in advantage in asymmetric darts contests using causal machine learning—0
Downstream Fairness Caveats with Synthetic Healthcare Data—0
Downstream Effects of Affirmative Action—0
Doubly Robust Fusion of Many Treatments for Policy Learning—0
Doubly Fair Dynamic Pricing—0
An Algorithmic Framework to Control Bias in Bandit-based Personalization—0
A Deep Learning-Based Approach for Cell Outage Compensation in NOMA Networks—0
Doubly Constrained Fair Clustering—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