SOTAVerified

Fairness

Papers

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Showing 2276–2300 of 5676 papers

TitleStatusHype
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads—0
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey—0
Electricity Tariff Design via Lens of Energy Justice—0
Electricity grid tariffs for electrification in households: Bridging the gap between cross-subsidies and fairness—0
Beyond XAI:Obstacles Towards Responsible AI—0
"And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation—0
Achieving Long-term Fairness in Submodular Maximization through Randomization—0
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning—0
ELAB: Extensive LLM Alignment Benchmark in Persian Language—0
Beyond traditional assumptions in fair machine learning—0
EiFFFeL: Enforcing Fairness in Forests by Flipping Leaves—0
An Algorithmic Framework for Bias Bounties—0
An Axiomatization of the Random Priority Rule—0
EFX Allocations Exist for Binary Valuations—0
Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect—0
Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints—0
An axiomatic theory for anonymized risk sharing—0
A Discussion of Discrimination and Fairness in Insurance Pricing—0
An Efficient Framework for Crediting Data Contributors of Diffusion Models—0
Efficient Resource Allocation with Fairness Constraints in Restless Multi-Armed Bandits—0
Efficient Multi-Task Inferencing with a Shared Backbone and Lightweight Task-Specific Adapters for Automatic Scoring—0
Efficient Model-Agnostic Multi-Group Equivariant Networks—0
Efficient Mining Cluster Selection for Blockchain-based Cellular V2X Communications—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