SOTAVerified

Fairness

Papers

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Showing 2376–2400 of 5676 papers

TitleStatusHype
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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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

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