SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4126–4150 of 5676 papers

TitleStatusHype
Lexicographically Fair Learning: Algorithms and Generalization—0
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models—0
LiFT: A Scalable Framework for Measuring Fairness in ML Applications—0
LimeOut: An Ensemble Approach To Improve Process Fairness—0
Linear Discriminant Analysis in Credit Scoring: A Transparent Hybrid Model Approach—0
Linear Programming based Approximation to Individually Fair k-Clustering with Outliers—0
Linkage on Security, Privacy and Fairness in Federated Learning: New Balances and New Perspectives—0
Linking a predictive model to causal effect estimation—0
Liouville PDE-based sliced-Wasserstein flow for fair regression—0
LLM Agents for Education: Advances and Applications—0
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations—0
LLM-ODDR: A Large Language Model Framework for Joint Order Dispatching and Driver Repositioning—0
LLMs as Deceptive Agents: How Role-Based Prompting Induces Semantic Ambiguity in Puzzle Tasks—0
LLMs grasp morality in concept—0
Llms, Virtual Users, and Bias: Predicting Any Survey Question Without Human Data—0
LLMs with Personalities in Multi-issue Negotiation Games—0
Local Connectivity in Centroid Clustering—0
Locality-aware Fair Scheduling in LLM Serving—0
Local Calibration: Metrics and Recalibration—0
Local Justice and the Algorithmic Allocation of Societal Resources—0
Logic Constraints to Feature Importances—0
Logics and practices of transparency and opacity in real-world applications of public sector machine learning—0
Long bet will lose: demystifying seemingly fair gambling via two-armed Futurity bandit—0
Longitudinal Fairness with Censorship—0
Data-Efficient Pretraining via Contrastive Self-Supervision—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