SOTAVerified

Fairness

Papers

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Showing 1601–1625 of 5676 papers

TitleStatusHype
Data Readiness for AI: A 360-Degree Survey—0
DRoP: Distributionally Robust PruningCode0
Initial Exploration of Zero-Shot Privacy Utility Tradeoffs in Tabular Data Using GPT-4—0
Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules—0
Data Stream Sampling with Fuzzy Task Boundaries and Noisy LabelsCode0
Msmsfnet: a multi-stream and multi-scale fusion net for edge detection—0
Super Apps and the Digital Markets Act—0
Impact of Fairness Regulations on Institutions' Policies and Population Qualifications—0
A Novel Terabit Grid-of-Beam Optical Wireless Multi-User Access Network with Beam Clustering—0
Algorithmic Fairness and Social Welfare—0
Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI—0
Accurately Classifying Out-Of-Distribution Data in Facial Recognition—0
An ExplainableFair Framework for Prediction of Substance Use Disorder Treatment Completion—0
Learning Social Fairness Preferences from Non-Expert Stakeholder Opinions in Kidney Placement—0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers—0
Balancing Efficiency and Equity in Classroom Assignment under Endogenous Peer Effects—0
Towards detecting unanticipated bias in Large Language Models—0
Dynamic Resource Allocation with Karma: An Experimental Study—0
FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimalityCode0
Incentives in Private Collaborative Machine Learning—0
Procedural Fairness in Machine LearningCode0
Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like—0
Resolute and symmetric mechanisms for two-sided matching problems—0
Fair MP-BOOST: Fair and Interpretable Minipatch Boosting—0
Towards an In-Depth Comprehension of Case Relevance for Better Legal Retrieval—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